CN110797115A - Intelligent recommended medical examination and inspection method, system and equipment - Google Patents

Intelligent recommended medical examination and inspection method, system and equipment Download PDF

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CN110797115A
CN110797115A CN201911026831.5A CN201911026831A CN110797115A CN 110797115 A CN110797115 A CN 110797115A CN 201911026831 A CN201911026831 A CN 201911026831A CN 110797115 A CN110797115 A CN 110797115A
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medical examination
inspection
information
medical
examiner
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不公告发明人
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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems

Abstract

The invention discloses a method, a system and equipment for intelligently recommending medical examination and inspection, which are characterized in that a medical examination and inspection database is established, basic information of an inspector, requirement information of the inspector for performing the medical examination and inspection, actual information of relevant elements of the inspector for performing the medical examination and inspection, and relevant information and rules of medical examination and inspection reasonableness and compliance in the medical examination and inspection database are calculated and compared, a medical examination and inspection scheme suitable for the inspector is analyzed, and the medical examination and inspection suitable for the inspector is intelligently recommended. By the method, the system and the equipment for intelligently recommending medical examination and inspection, the problem of unreasonable medical examination and inspection is greatly reduced, and related risks in the aspects of effectiveness, safety, economy, convenience and the like of the medical examination and inspection are effectively reduced.

Description

Intelligent recommended medical examination and inspection method, system and equipment
Technical Field
The invention relates to the technical field of intelligent medical information processing, in particular to a method, a system and equipment for intelligently recommending medical examination and inspection.
Background
The examiner often needs to perform various medical examinations and examinations in outpatient service/emergency service/hospitalization/physical examination, and the examination and examinations of the human tissues and materials, human metabolites, human biological information, and physiological indexes of the examiner in the medical examinations and examinations are performed in the aspects of microbiology, immunology, biochemistry, genetics, pathology, hematology, physiology, physics, cytology, psychology, and the like, so as to provide information for the prevention, diagnosis, treatment of human diseases, and assessment of human health and physiological functions. Medical examination and inspection are directly related to human health assessment, effective treatment of diseases, reasonable distribution of medical resources, safety and health of inspectors and the like, and are the key points for guaranteeing medical quality, controlling unreasonable medical expenses and maintaining rights and interests of inspectors.
Documents such as medical orders, prescriptions, examination papers, and physical examination papers are key medical documents for judging the rationality of medical examination and examination performed by an examiner as the proof of performing medical examination and examination by a doctor/nurse/examination or an examiner. When a doctor/nurse/examination or inspector gives an order containing medical examination and examination-related information to an inspector, the inspector should select an applicable product according to the object, function and applicable range of the medical examination and examination based on the actual needs of the inspector in outpatient service/emergency service/hospitalization/physical examination. Meanwhile, the individual information of the examiner is combined, the medical examination and the inspection which are seriously harmful to the examiner are eliminated by considering the contraindications, the cautions, the warning/prompting contents, the potential safety hazards and the limitation of the medical examination and the inspection, and the medical examination and the inspection which are potentially dangerous to the examiner need to fully evaluate the risks and balance the necessity. In addition, the medical insurance condition and economic payment ability of the examiner and the convenience of medical examination and verification should be considered. Only by comprehensively considering the factors closely related to medical examination and inspection, the optimal target can be achieved, and the benefit of the examiner is fully guaranteed.
In the actual process of making medical advice, due to various subjective and objective reasons, the information of medical examination and examination may not be known enough by the prescriber when making the prescription/medical advice, the individual information of the examiner is not well mastered, or human errors occur, which causes difficulty in medical examination and examination or unreasonable medical examination and examination. By applying modern information technology, based on technical data such as medical examination and examination operation flows and the like, and combining with individual information of examiners and the purposes and conditions for performing the medical examination and examination, the safety, effectiveness, economy and convenience of the medical examination and examination are comprehensively analyzed, reminded and recommended in the whole process, so that unreasonable prescriptions/medical advice of the medical examination and examination caused by insufficient professional skills of the prescribers, individual differences of the examiners, human errors and the like can be effectively avoided. The method, the system and the equipment gradually play a great role in ensuring that inspectors reasonably perform medical examination and inspection, and at present, no system is applied to medical practice in China.
Disclosure of Invention
The technical problem to be solved by the invention is as follows: aiming at the problems that medical examination and inspection information is not completely mastered, or individualized information of an inspector is not easy to obtain, and the medical examination and inspection are unreasonable due to human errors and other reasons in the process of making medical examination and inspection prescriptions by a medical inspector, the method, the system and the equipment for intelligently recommending the medical examination and inspection are provided, so that the medical inspector can reasonably perform the medical examination and inspection by the prescriptions of the prescriber, and the relevant risks in the aspects of effectiveness, safety, economy, convenience and the like of the medical examination and inspection can be effectively reduced.
The invention provides an intelligent recommended medical examination and inspection method, which comprises the following steps:
establishing a medical examination and inspection database;
extracting basic information of an inspector;
extracting the requirement information of the examiner for medical examination and inspection;
extracting relevant element actual information of medical examination and inspection performed by an inspector;
the basic information of the examiner, the information required by the examiner for medical examination and inspection, and the actual information of relevant elements for medical examination and inspection by the examiner are calculated and compared with the information and rules related to the medical examination and inspection reasonableness and compliance in the medical examination and inspection database, the medical examination and inspection scheme suitable for the examiner is analyzed, and the medical examination and inspection suitable for the examiner is intelligently recommended.
The method for intelligently recommending medical examination and verification as described above, wherein the medical examination and verification database comprises at least one of information and rules related to the reasonableness and compliance of medical examination and verification, influence on examiners and related measures to be taken.
The method for intelligently recommending medical examination and inspection as described above, wherein the information and rules related to the medical examination and inspection rationality and compliance include: information and rules of medical examination and test applicability/applicability, information and rules of medical examination and test contraindications, information and rules of medical examination and test caution/attention, information and rules of medical examination and test interaction/interaction, information and rules of medical examination and test allergies, information and rules of medical examination and test expiration, information and rules of medical examination and test time, information and rules of medical examination and test method, information and rules of medical examination and test volume, information and rules of medical examination and test adverse reactions, information and rules of medical examination and test convenience/comfort/compliance, information and rules of medical examination and test monitoring/assessment at various stages before/during/after medical examination and test, at least one of information and rules of preparation/protection measures before/during medical examination and verification and recovery measures thereafter, information and rules of medical insurance/medical welfare of medical examination and verification, information and rules of economic management and control of medical examination and verification, information and rules of administrative requirements of medical examination and verification, information and rules of examination and verification conditions of medical examination and verification.
The method for intelligently recommending medical examinations and examinations as described above, further comprising: the medical examination and inspection multi-dimensional element attribute dictionary is used for processing the matching/comparison of the basic information of an inspector, the requirement information of the inspector for performing the medical examination and inspection, and the relevant element actual information of the inspector for performing the medical examination and inspection with the information and the rules in the medical examination and inspection database.
The method for intelligently recommending medical examination and inspection comprises the steps that the medical examination and inspection multi-dimensional element attribute dictionary comprises a standard dictionary, a synonym corresponding dictionary and a fuzzy matching dictionary of medical examination and inspection related element attributes, and the extracted information is compared with the information and rules in the medical examination and inspection database by comparing the extracted original information with the synonym corresponding dictionary, or the original information is firstly converted into a format corresponding to the standard dictionary and then compared, or the original information is compared in a fuzzy matching mode, or the method is a mixture of the methods.
The method for intelligently recommending medical examination and verification further comprises a personal information database of the examiner, wherein the personal information database of the examiner comprises the relevant information of the examiner, and is used for extracting the requirement information of the examiner for performing the medical examination and verification, the actual information of the relevant elements of the examiner for performing the medical examination and verification and providing the relevant information of the examiner for analyzing the medical examination and verification scheme suitable for the examiner.
The method for intelligently recommending medical examination and verification further comprises a prescriber personal information database, wherein the prescriber personal information database comprises relevant information of prescribers, and is used for extracting the requirement information of medical examination and verification performed by inspectors, the actual information of relevant elements of medical examination and verification performed by inspectors and providing the relevant information of prescribers when medical examination and verification schemes suitable for the inspectors are analyzed.
The method for intelligently recommending medical examination and verification as described above, wherein the method for analyzing the medical examination and verification scheme suitable for the examiner comprises the following steps: the medical examination and inspection which can meet the relevant requirements is preliminarily screened out in a medical examination and inspection database according to the requirement information of medical examination and inspection of inspectors and/or the basic information of inspectors; then, the basic information of the examiner, the demand information of the examiner for medical examination and inspection, the relevant element actual information of the examiner for medical examination and inspection, the preliminarily screened medical examination and inspection relevant information which can meet the relevant demands, and the relevant information and rules in the medical examination and inspection database are compared, the medical examination and inspection which meets/relatively meets the demands, the information of the examiner and the actual conditions are screened from the preliminarily screened medical examination and inspection which can meet the relevant demands, and an intelligent recommended medical examination and inspection list is generated.
The method for intelligently recommending medical examination and verification as described above further comprises a method for reminding an examiner/operator/doctor/nurse/pharmacist/nurse/salesperson, various conditions and risks which may occur when/after the examiner performs the relevant medical examination and verification and detection/discovery of the conditions and risks, and a relevant preparation and coping method, and sending out an alarm, prompting or starting remedial measures when the conditions of the medical examination and verification are found.
The method for intelligently recommending medical examinations and examinations as described above, further comprising: analyzing and comparing the analysis results of each analysis item obtained by different medical examinations and examinations under the same conditions according to the relevant rules of the medical examination and examination database, setting the recommended grade/score of each analysis item of the corresponding medical examination and examination under the conditions, and the relative weight of each analysis item in the comprehensive recommendation can be set according to the actual situation of the examiner, therefore, when medical examination and inspection recommendation is carried out, the comprehensive recommended grade/score of the medical examination and inspection can be calculated according to the grade/score corresponding to the medical examination and inspection in each analysis item and the weight of each analysis item in the intelligent recommended medical examination and inspection list, so as to give comprehensive recommendation results to reasonable and compliance analysis of different medical examinations and examinations under the same conditions or give comprehensive priority ranking to intelligent recommendation of medical examinations and examinations.
According to the method for intelligently recommending medical examination and verification, different intelligent recommendation models can be correspondingly generated according to the recommendation level/score and the weight of each analysis item set by the analysis result of each analysis item under different same conditions for different medical examination and verification, so that the related intelligent recommendation models can be used/referred under the same/similar conditions, and the setting of the intelligent recommendation models can be continuously optimized and adjusted in the using process.
The method for intelligently recommending medical examinations and examinations as described above further comprises encrypting the identification, confirmation, login, electronic signature of the examiner, prescriber/operator and related characters, and storage, transmission and application of personal information, prescription/order information and analysis results.
The invention also provides an intelligent recommended medical examination and verification system, which comprises:
the medical examination and inspection database unit is used for storing a medical examination and inspection database;
the examiner basic information extraction unit is used for extracting the examiner basic information;
the system comprises a requirement information extraction unit for medical examination and inspection of inspectors, a medical information acquisition unit and a medical information acquisition unit, wherein the requirement information extraction unit is used for extracting requirement information for medical examination and inspection of the inspectors;
the relevant element actual information extraction unit is used for extracting the relevant element actual information of the medical examination and inspection performed by the examiner;
the medical examination and inspection intelligent recommendation unit calculates and compares the basic information of the examiner, the requirement information of the examiner for medical examination and inspection, the actual information of relevant elements of the examiner for medical examination and inspection, and the relevant information and rules of medical examination and inspection reasonableness and compliance in the medical examination and inspection database, analyzes the medical examination and inspection scheme suitable for the examiner, and intelligently recommends the medical examination and inspection suitable for the examiner.
The invention also provides equipment for intelligently recommending medical examination and inspection, which is characterized by comprising the following components:
the medical examination and inspection database module is used for storing a medical examination and inspection database;
the inspector basic information extraction module is used for extracting basic information of an inspector;
the system comprises a requirement information extraction module for medical examination and inspection of inspectors, a medical examination and inspection information acquisition module and a medical examination and inspection information acquisition module, wherein the requirement information extraction module is used for extracting requirement information for medical examination and inspection of the inspectors;
the relevant element actual information extraction module is used for extracting relevant element actual information for medical examination and inspection of the examiner;
the medical examination and inspection intelligent recommendation module calculates and compares the basic information of the examiner, the requirement information of the examiner for medical examination and inspection, the actual information of relevant elements of the examiner for medical examination and inspection, and the relevant information and rules of medical examination and inspection reasonableness and compliance in the medical examination and inspection database, analyzes the medical examination and inspection scheme suitable for the examiner, and intelligently recommends the medical examination and inspection suitable for the examiner.
The invention relates to a method, a system and equipment for intelligently recommending medical examination and inspection, which are characterized in that a medical examination and inspection database is established, basic information of an inspector, requirement information of the inspector for performing the medical examination and inspection, actual information of relevant elements of the inspector for performing the medical examination and inspection, and relevant information and rules of medical examination and inspection reasonableness and compliance in the medical examination and inspection database are extracted and compared, a medical examination and inspection scheme suitable for the inspector is analyzed, and the medical examination and inspection suitable for the inspector is intelligently recommended. The method, the system and the equipment for intelligently recommending medical examination and inspection greatly reduce the difficulty in selecting medical examination and inspection and the unreasonable problems of medical examination and inspection caused by insufficient knowledge and information mastery of inspectors and prescribers, and help the inspectors and prescribers to reasonably select the medical examination and inspection, thereby effectively reducing the related risks in the aspects of effectiveness, safety, economy, convenience and the like in the medical examination and inspection.
Drawings
FIG. 1 is a flow chart of a method for intelligently recommending medical examinations and examinations according to the present invention.
FIG. 2 is a block diagram of a system for intelligently recommending medical examinations and examinations according to the present invention.
FIG. 3 is a hardware block diagram of an apparatus for intelligently recommending medical examinations and examinations according to the present invention.
Detailed Description
To further explain the technical means and effects of the present invention adopted to achieve the intended purpose, the following detailed description of the embodiments of the present invention is provided in conjunction with the accompanying drawings and examples.
In the present invention, the examiner refers to an object which is actually acted upon by the medical examination and the examination, and includes a healthy person who performs the medical examination and the examination. The prescribers/operators refer to doctors, nurses, examiners, nursing staff, physical therapists, rehabilitation doctors, other related technical staff and the like who prescribe and operate non-medical examinations of medical examinations and who examine actual subjects. The prescription represents the proof for medical examination and examination, including medical advice, prescription, examination order, laboratory test order, material requisition, execution order, etc. issued by examiner.
A first embodiment of the present invention is described with reference to fig. 1. FIG. 1 is a flow chart of a method for intelligently recommending medical examinations and examinations according to the present invention. As shown in the figure, the method for intelligently recommending medical examination and verification comprises the following steps:
step 1: and establishing a medical examination and inspection database.
The medical examination and inspection database is established according to various information and rules related to the medical examination and inspection rationality and compliance, the influence of medical examination and inspection examiners and related measures required to be taken, and comprises analysis, application and data of various items related to the medical examination and inspection rationality/compliance, specifically comprises various related element attributes and values/ranges/calculation methods/sources/limiting conditions/exclusion conditions of the various element attributes, and interrelations/influences/interconversions/rules/calculation methods among various/groups/various element attributes. In the present invention, the medical examination and inspection refers to the examination and inspection of the aspects of microbiology, immunology, biochemistry, genetics, pathology, hematology, physiology, physics, cytology, psychology, etc. on the human tissue and material, human metabolites/excretions/secretions, various human sound information, various human image information, human metabolism related information, human biology information, microorganism related information in human body, human immunity information, growth and development information, physiological functions/functions, physiological indexes, intelligence status, psychological status, etc. of the examinee, thereby providing information for the prevention, diagnosis, treatment of human diseases and evaluation/prediction/adjustment of human body status and ability, and the specific methods include B ultrasound, color ultrasound, electrocardiogram, CT, nuclear magnetism, chest dialysis, blood examination, etc. During medical examination and verification, various related medical instruments may be used, including instruments, devices, apparatuses, tools, machines, robots, implants, materials, extracorporeal reagents, topical agents, or other similar or related products, props, models, systems, and their components or accessories, consumables, systems, databases, and the like.
The medical examination and inspection database of the present invention is based on various medical examination and inspection operation flows, guidelines, clinical treatment routes, prescription sets, pharmacopoeias, expert consensus, conference disciplines and consensus within the conjunctions/hospitals/departments, industry norms, textbooks, treatises, monographs, inventions, scientific inferences, experimental reports, data analysis reports, test reports, examination reports, approval documents, relevant regulations, relevant guidance opinions, relevant policies, relevant regimes, relevant catalogs, relevant literature data, relevant price regulations, relevant price catalogs, relevant bidding results, relevant price policies, relevant insurance payment terms, relevant insurance payment protocols, relevant bidding results, relevant purchase catalogs, relevant doctor/nurse/inspector/caregiver/inspector/salesperson/evaluation/inspection results/monitoring reports/safety reports, Other literature data, other research results with professionalism/authority, a evidence-based medical method, or probability speculation based on existing data, a database established by sources such as various weights, various levels, various orders and the like needing to be set manually, a database established based on information reforming, information analysis and big data analysis, a database established by artificial intelligence deep learning, a database obtained by data mining analysis, rules and indexes manually set by data statistical analysis and artificial intelligence deep learning, and related information and rules of the database continuously accumulated and refined in the using process of a user. The medical examination and verification database may be a database created by combining the above methods. The database can be updated according to versions or can be updated in real time according to actual data. The medical examination and inspection database can be a relational database or a non-relational database; can be a table database or a graph database; the related data may be structured data or unstructured data.
The information and rules associated with the performance of medical examinations and checks in the medical examination and check database as to the reasonableness and compliance of the examinations include: information and rules of medical examination and test applicability/applicability, information and rules of medical examination and test contraindications, information and rules of medical examination and test caution/attention, information and rules of medical examination and test interaction/interaction, information and rules of medical examination and test allergies, information and rules of medical examination and test expiration, information and rules of medical examination and test time, information and rules of medical examination and test method, information and rules of medical examination and test volume, information and rules of medical examination and test adverse reactions, information and rules of medical examination and test convenience/comfort/compliance, information and rules of medical examination and test monitoring/assessment at various stages before/during/after medical examination and test, information and rules of preparation/protection measures and recovery measures after before/during medical examination and verification, information and rules of medical insurance/medical welfare of medical examination and verification, information and rules of economic management and control of medical examination and verification, information and rules of administrative requirements of medical examination and verification, information and rules of examination and verification conditions of medical examination and verification, and the like.
The elements involved in the various information and rules related to the rationality and compliance of medical examinations and examinations in the medical examination and examination database may include: basic information of examiner, population information, genetic-related information, disease information, medical history information, medication history information, medical instrument use history information, operation items, objects, methods, procedures, time, physiological development information, marriage and child care information, physiological conditions, psychological/intellectual conditions, life/work/study/sport/entertainment information, environmental information, medicine/medical instrument/health care product/cosmetic use-related information, medical insurance-related information, medical expense payment ability/will, medical institution information, prescriber/caregiver/operator information, medical instrument/consumable/device/instrument/medicine required for examination or examination, cost of examination/examination, and the like. The crowd information may include specific crowd information such as specific age, gender, development status, marital status, fertility status, work status, learning status, exercise status, life status, physiological status, psychological status, and genetic status. The genetically related information includes: genetic information, genetic information mutation/change information, genetic defect information, genetic medical history, family medical history, and the like. The disease information includes: disease, diagnosis, symptom type, symptom, index, pulse condition, tongue diagnosis, etc. The medical history information includes medical history, surgical history, radiotherapy history, chemotherapy history, psychotherapy history, physical therapy history, immunotherapy history, gene therapy history and the like. The medication history information includes: medication history, drug efficacy, adverse drug reactions, drug allergy history, drug tolerance and the like. The medical instrument use history information includes: medical instrument use history, medical instrument use curative effect, medical instrument use adverse reaction, medical instrument tolerance and the like. The operation items include operation, examination, test, detection, operation, health promotion, rehabilitation, psychotherapy, radiotherapy, chemotherapy, physiotherapy, thermotherapy, phototherapy, magnetotherapy, electrotherapy, cryotherapy, electromagnetic therapy, phonotherapy, immunotherapy, gene therapy, weight reduction, body building, shaping, and skin caring. The objects include related samples, related descriptions/feelings, related body basic data, related functions of each system/organ/tissue, related physical abilities, related intelligence, related emotions, and the like. The correlation samples include: body tissue/fluids, metabolism/excretion, images, sounds, electrical/magnetic signals, odors, etc. The physiological development information includes: growth and development conditions, physiological stages, fertility and the like. The marriage and childbirth information comprises marriage history, birth history, sexual life and the like. The physiological conditions include: physical performance, nutritional status, hearing, vision, taste, smell, touch, respiration, motor coordination, digestion, absorption, excretion, sexual function, and the like, and levels of related abilities. Psychological/intellectual status includes: psychological disorders, mood, feeling, intelligence, attention, memory, perception, communication ability, expression ability, and the like. Life/work/learning/sports/entertainment information includes: diet, work and rest, sleep, work, study, entertainment, sports and other related information. The environment information includes the examiner's living/working/learning environment/environment for medical examination and examination: temperature, humidity, air pressure, season, altitude, air quality, terrain, topography, oxygen content, light, ultraviolet light, radiation, electromagnetic waves, noise, epidemics, vegetation and other information. The medical insurance-related information includes medical welfare, medical insurance, business insurance, and the like. The medical institution information includes medical institution level, specialty, attribute, region, department, etc. The prescriber/caregiver/operator information includes: age, gender, job title, professional qualification, professional training, protective measures and the like.
The rules in the medical examination and verification database also include the condition that each element needs to be combined to be effective, the related rules can be defined by the comprehensive conditions after the elements are combined according to the multi-level and/or non-relation and the relation defined by the related formula, and the related conditions of the related rules and the time dimension can also be included.
Step 2: and extracting basic information of the examiners.
The basic information of the examiner includes: age, sex, height, weight, etc.
And step 3: and extracting the requirement information of the examiner for medical examination and verification.
The information on the requirement of the examiner for medical examination and verification may include: providing information for detection, evaluation of the state/status/ability and indices and parameters or levels of various physiological/psychological/learning/work/physical/sleep/exercise/mood/metabolism/vision/hearing/intelligence/attention/appetite/immunity/growth development/memory/fertility/genetic related information, etc.; providing information for health/recovery/beauty/face-lift/weight-loss/anti-aging problem/risk prevention; providing information for diagnosis, treatment, prevention, analysis and scientific research of diseases/symptoms/indexes and the like; providing information for the prediction and adjustment of various physiological and other requirements such as growth development, fertility, contraception, assisted reproduction, psychological requirement, learning requirement, work requirement, exercise requirement, entertainment requirement, nutrition requirement, heat requirement and the like; providing information for various surgical/operational/inspection/detection/monitoring/assessment/evaluation/analysis/prediction/physiotherapy/thermotherapy/phototherapy/magnetotherapy/electrotherapy/rehabilitation/healthcare/immunotherapy/gene therapy, etc. protocol selection, protocol design, process monitoring, outcome analysis, risk control, subsequent monitoring; provide information for drug/other medical examinations and examinations/treatment protocols/treatment pathways/efficacy assessments of healthcare/cosmetics, etc.
And 4, step 4: and extracting relevant element actual information of medical examination and inspection performed by an examiner.
The extraction of the relevant element actual information of the medical examination and inspection performed by the examiner is to extract the relevant element actual information of the medical examination and inspection performed by the examiner according to the elements related to the information and the rules of the medical examination and inspection rationality and compliance in the medical examination and inspection database.
And 5: the basic information of the examiner, the information of the examiner's requirement for medical examination and inspection, and the actual information of the relevant elements of the examiner's medical examination and inspection, are compared with the medical examination and inspection reasonableness and the relevant information and rules in the medical examination and inspection database, and the medical examination and inspection scheme suitable for the examiner is analyzed and intelligently recommended.
For example: when a prescriber provides medical orders containing medical examination and inspection for inspectors in outpatient service, emergency treatment, operating room or ward, in order to ensure that the inspectors can reasonably carry out the medical examination and inspection, the method for intelligently recommending medical examination and inspection can be adopted to obtain the basic Information of an inspector, the requirement Information of the inspector for performing medical examination and inspection and the related element actual Information of the inspector for performing medical examination and inspection from HIS (Hospital Information System) and prescription Information, calculate and compare the related Information and rules with medical examination and inspection reasonableness and conformity in a medical examination and inspection database, analyze the medical examination and inspection scheme suitable for the inspector, provide an intelligent medical examination and inspection list suitable for the inspector, and select specific medical examination and inspection instruments according to the intelligent medical examination and inspection list provided by the System and by combining the actual condition of the inspector. Therefore, the problems that the medical examination and inspection information is not completely mastered, or the individualized information of the examiner is not easy to obtain and the medical examination and inspection are unreasonable due to human errors and other reasons possibly existing in the process of ordering the medical orders by the prescriber are solved, and the related risks in the aspects of effectiveness, safety, economy, convenience and the like in the medical examination and inspection process are effectively reduced.
Since the extracted basic information of the examiner, the information of the requirement of the examiner for medical examination and verification, and the actual information of the relevant elements of the examiner for medical examination and verification may come from different sources, the data structure, format, description standard and the relevant information in the medical examination and verification database may also be different, so the method for intelligently recommending medical examination and verification of the present invention further includes a multi-dimensional element attribute dictionary for medical examination and verification for processing the matching/comparison of the basic information of the examiner, the information of the requirement of the examiner for medical examination and verification, and the actual information of the relevant elements of the examiner for medical examination and verification with the information and rules in the medical examination and verification database.
The medical examination and inspection multidimensional element attribute dictionary comprises at least one of a standard dictionary, a synonym correspondence dictionary and a fuzzy matching dictionary of medical examination and inspection related element attributes. The medical examination and inspection multi-dimensional element attribute dictionary can be established independently or can be included in a medical examination and inspection database.
The extracted basic information of the examiner, the information required by the examiner for medical examination and verification, and the actual information of the relevant elements for medical examination and verification by the examiner can be compared with the information and rules in the medical examination and verification database by comparing the extracted basic information of the examiner, the information required by the examiner for medical examination and verification, and the original information of the actual information of the relevant elements for medical examination and verification by the examiner with the synonym corresponding dictionary, or by firstly converting the original information into the format corresponding to the standard dictionary and then comparing the original information, or by directly performing fuzzy matching comparison on the original information, or by mixing the methods.
Besides the medical examination and inspection multi-dimensional element attribute dictionary, the basic information of the examiner, the information required by the examiner for medical examination and inspection, and the matching/comparison between the actual information of the relevant elements of the examiner for medical examination and inspection and the information and rules in the medical examination and inspection database can be processed by voice recognition technology, semantic recognition technology, word segmentation technology, image recognition and analysis technology, voice recognition and analysis technology, translation of different languages, OCR recognition technology, virtual reality technology, augmented reality technology, gesture recognition technology and the like.
In the invention, the intelligent medical examination and verification recommending method can further comprise a personal information database of the examiner and a personal information database of the prescriber, wherein the personal information database of the examiner comprises the relevant information of the examiner, and is used for extracting the requirement information of the examiner for performing the medical examination and verification, the actual information of relevant elements of the examiner for performing the medical examination and verification and providing the relevant information of the examiner for analyzing the medical examination and verification scheme suitable for the examiner. The relevant information of the examiner may include basic information, genetic related information, family health related information such as family medical history, allergy history, regional epidemic medical history, surgical history, medical instrument use history, learning condition, working condition, exercise condition, family condition, living environment, hobbies, medical insurance condition, and information of physiology/psychology/learning/sleep/exercise/emotion/metabolism/vision/hearing/intelligence/attention/diet/immunity/growth development/memory/fertility condition and work and rest time of the examiner.
The prescriber personal information database comprises relevant information of a prescriber, and is used for extracting the requirement information of medical examination and inspection performed by an examiner, the actual information of relevant elements of the medical examination and inspection performed by the examiner and providing the relevant information of the prescriber when the medical examination and inspection scheme suitable for the examiner is analyzed. The information related to the prescriber includes information related to the study, specialty, title, job title, practice hospital, department, medical examination, and medical advice examination. The related habits include related experience, prescription writing habits, general medical examination and prescription rule checking, and the like.
The data acquisition methods for the inspector's personal information database, the prescriber's personal information database, and the medical examination and verification database may be extraction or access from other information systems, devices, or databases, acquisition from other data, manual or automatic entry, new data that is continuously acquired and analyzed during use, and the like. The examiner personal information database and the prescriber personal information database may be separately established or may be included in the medical examination and inspection database.
The medical examination and inspection database also comprises various medical examination and inspection related information which is used for providing the medical examination and inspection related information when analyzing the medical examination and inspection scheme suitable for the examiner. The information related to medical examination and verification includes: the name, type, purpose, procedure, object, method, medical instrument to be used, and the like of the medical examination and examination.
In the invention, the method for analyzing the medical examination and inspection scheme suitable for the examiner can be that the medical examination and inspection which can meet the relevant requirements is preliminarily screened out in the medical examination and inspection database according to the requirement information and/or the basic information of the examiner for the medical examination and inspection of the examiner; then, the basic information of the examiner, the requirement information of the examiner for medical examination and inspection, the relevant element actual information of the examiner for medical examination and inspection, the preliminarily screened medical examination and inspection relevant information which can meet the relevant requirements are compared with the relevant information and rules in the medical examination and inspection database, the medical examination and inspection which meets/relatively meets the requirements, the information of the examiner and the actual conditions are screened from the preliminarily screened medical examination and inspection which can meet the relevant requirements, and an intelligent recommended medical examination and inspection list is generated. Or directly comparing the basic information of the examiner, the information required by the examiner for medical examination and inspection, and the actual information of the relevant elements of the examiner for medical examination and inspection with the relevant information and rules in the medical examination and inspection database, screening the medical examination and inspection, and generating an intelligent recommended medical examination and inspection list.
The intelligent recommendation medical examination and inspection method can intelligently recommend the applicability of the medical examination and inspection. Extracting relevant element actual information of medical examination and inspection performed by an inspector according to the medical examination and inspection applicability/application scope rules in the medical examination and inspection database, comparing basic information of the inspector, requirement information of the medical examination and inspection performed by the inspector and relevant element actual information of the medical examination and inspection performed by the inspector with the medical examination and inspection applicability/application scope rules in the medical examination and inspection database, optimizing an intelligent recommended medical examination and inspection list according to a comparison result, and removing medical examination and inspection which does not accord with the medical examination and inspection applicability/application scope rules in the intelligent recommended medical examination and inspection list.
The medical examination and inspection applicability/applicability rule in the medical examination and inspection database may include, in addition to the relationship between the reasonable performance of the medical examination and inspection and the basic information of the examiner and the actual information of the relevant elements of the examiner performing the medical examination and inspection, the relationship between the medical examination and inspection and the information required by the examiner performing the medical examination and inspection, that is, the medical examination and inspection requirements or the medical examination and inspection purposes corresponding to different medical examinations and inspections. The medical examination and test applicability/applicability rule may further include necessity, level, degree, ranking, validity, recommendation degree of the medical examination and test applicability under different conditions, and when a plurality of medical examinations and tests meet the conditions under the same/similar conditions, the medical examination and test applicability is intelligently recommended according to the necessity, level, degree, ranking, validity, recommendation degree of the medical examination and test applicability, the inspector/operator/doctor/pharmacist/nurse/caregiver applicability evaluation.
The intelligent medical examination and inspection recommending method further comprises the step of intelligently screening the medical examination and inspection with contraindications. According to the relevant elements of the medical examination and examination contraindication rules in the medical examination and examination database, extracting the actual information of the relevant elements of the medical examination and examination of the examiner who performs the medical examination and examination in the intelligent recommended medical examination and examination list, comparing the basic information of the examiner and the actual information of the relevant elements of the examiner who performs the medical examination and examination with the medical examination and examination contraindication rules, and optimizing the intelligent recommended medical examination and examination list according to the comparison result.
The medical examination and verification contraindication rules in the medical examination and verification database may include, in addition to the relationship between the reasonable performance of the medical examination and verification and the basic information of the examiner and the actual information of the relevant elements of the medical examination and verification performed by the examiner: the reason for the contraindication of the above situation when the examiner performs the medical examination and verification, the guidance and prompt/alarm information of the relevant examiner/operator/doctor/nurse/pharmacist/caregiver, the result of the contraindication of the above situation, the level, degree, sequence, occurrence rate of the corresponding contraindication, the evaluation of the contraindication of the examiner/operator/doctor/pharmacist/nurse/caregiver, the discovery of the contraindication of the above situation, the remedial measures, and the like.
The method can also analyze and prompt the reason of the situation when the examiner performs the medical examination and the test when the medical examination and the test with the contraindication exist, the guidance and the prompt/warning information of the relevant examiner/operator/doctor/nurse/pharmacist/caregiver, the consequence of the situation with the contraindication, the level, the degree, the sequence and the occurrence rate of the corresponding contraindication, the contraindication related evaluation of the examiner/operator/doctor/pharmacist/nurse/caregiver, the discovery and the remedial measure of the contraindication existing in the situation and the like while screening the medical examination and the test with the contraindication exist and further generating an intelligent recommended medical examination and test list.
The method of intelligently recommending medical examinations and examinations of the present invention also includes intelligent screening of medical examinations and examinations that require caution/attention. According to the relevant elements of the rules which need caution/attention in the medical examination and inspection database, the relevant element actual information of the medical examination and inspection examiner who performs medical examination and inspection in the intelligent recommended medical examination and inspection list is extracted, the basic information of the examiner and the relevant element actual information of the examiner who performs medical examination and inspection are compared with the rules which need caution/attention in the medical examination and inspection, and the intelligent recommended medical examination and inspection list is optimized according to the comparison result.
The rules requiring caution/attention for medical examination and inspection in the medical examination and inspection database may include, in addition to the relationship between the reasonable performance of medical examination and inspection and the basic information of the examiner and the actual information of the relevant elements of the medical examination and inspection performed by the examiner: the reason for the cautions or attentions of the relevant rules when the examiner performs the medical examination and verification, the use guidance/warning information of the relevant examiner/operator/doctor/nurse/pharmacist/caregiver, the grade, degree, sequence, occurrence probability, danger degree of the cautions/attentions, possible consequences of the above situations, the evaluation of the cautions or attentions of the examiner/operator/doctor/pharmacist/nurse/caregiver, the discovery of the relevant consequences and the remedial measures of the above situations, and the like.
When the intelligent recommended medical examination and test list is optimized according to the comparison result of rules which need caution/attention with the medical examination and test, the medical examination and test which needs caution/attention preferably does not exist, and if the medical examination and test in the recommended list have the condition that caution/attention is needed for inspectors, the medical examination and test with lower caution/attention level, degree, ordering, occurrence probability, risk degree and better safety are preferably adopted.
It is also possible to analyze the related matters which the examiner needs caution/caution particularly when performing the medical examination and inspection according to the possibility and the importance level or the score set in advance/in real time by combining the relevant rules and the basic information of the examiner which need caution/attention in the medical examination and inspection and the actual information of the relevant elements of the examiner which performs the medical examination and inspection, and remind the prescriber and the examiner/operator when the medical examination and inspection selected by the examiner is confirmed.
The method of intelligently recommending medical examinations and examinations of the present invention also includes intelligently screening medical examinations and examinations for the presence of interactions/interactions. According to the relevant elements of the rule that the medical examination and the test in the medical examination and test database have interaction/interaction, extracting the relevant element actual information of the medical examination and the test of the examiner in the intelligent recommended medical examination and test list, comparing the basic information of the examiner, the relevant element actual information of the examiner for the medical examination and the test with the rule that the medical examination and the test have interaction/interaction, and optimizing the intelligent recommended medical examination and test list according to the comparison result.
The rule that the medical examination and check-up in the medical examination and check-up database has interaction/interaction refers to the rule that the medical examination and check-up has interaction/interaction with other medical examination and check-up, medicine, diet, operation, health care product, cosmetics, treatment scheme, operation, etc., and includes the relationship between the reasonable execution of the medical examination and check-up and the basic information of the examiner and the actual information of the relevant elements of the examiner for the medical examination and check-up, i.e., if the interaction/interaction exists, the medical examination and check-up should be carefully selected or special attention should be paid to the monitoring and the preparation for the rescue during the examination.
The rules for medical examination and verification of the presence of interactions may further include: medical examination and verification and drug/medical instrument/operation/chemotherapy/radiotherapy/phototherapy/thermotherapy/magnetotherapy/electrotherapy/electromagnetic therapy/acoustics therapy/immunotherapy/gene therapy/operation/physiotherapy/rehabilitation/health care/sport/psychology intervention/health care product/health care food/cosmetic/diet and other factors or items exist at the same time/are interacted/interacted, and medical examination and verification and related drug/medical instrument/operation/chemotherapy/radiotherapy/phototherapy/thermotherapy/magnetotherapy/electrotherapy/magnetotherapy/phonotherapy/immunotherapy/gene therapy/operation/physiotherapy/rehabilitation/health care/sport/psychology intervention/health care product The effect of such factors as the site/route/method/time of interaction/dose/time of interaction of the respective nutraceutical/cosmetic/diet on such interaction/interaction, and the effect of other factors that may have an effect on such interaction/interaction on the medical examination and testing of the presence of such interaction/interaction.
Other factors that may have an effect on the above interactions/interactions include: genetic related factors of examiners, life and rest related factors, diet related factors, diseases/treatment history related factors, family medical history, allergy related factors, work/study/exercise/activity related factors, environment related factors, physiological/psychological/study/sleep/exercise/emotion/metabolism/vision/hearing/intelligence/attention/appetite/immunity/growth/development/memory/fertility etc. state/status/level factors, age related factors, physiological function related factors, fertility status related factors, sexual life status related factors, and other factors and items that may enhance/reduce/change the above-mentioned interactions/interactions, and the specific way these factors and items affect the relevant interactions/interactions, the disease/treatment history related factors, the family medical history, the allergy related factors, the work/study/exercise/activity related factors, the age related factors, the physiological function related factors, the fertility related factors, the sexual life status related factors, and, Influence the result and degree of influence, etc.
The rules for medical examination and verification of the presence of interactions may further include: the medical examination and examination by the examiner may be performed by the examiner, the reason for the interaction/interaction, guidance/warning information of the relevant examiner/operator/doctor/nurse/pharmacist/caregiver, the consequences of the interaction/interaction, the level, degree, order, probability of occurrence, degree of danger/benefit of the interaction/interaction, evaluation of the relevant interaction/interaction by the examiner/operator/doctor/pharmacist/nurse/caregiver, discovery of the interaction/remedial action of the situation, and the like.
When the intelligent recommended medical examination and inspection list is optimized according to the comparison result of the rule which has interaction/interaction with the medical examination and inspection, the medical examination and inspection without interaction/interaction is preferred, and if the medical examination and inspection in the recommended list have the condition of interaction/interaction, the medical examination and inspection with lower priority level, degree, sequencing, occurrence probability and danger level and better safety is preferred.
The intelligent recommended medical examination and inspection method further comprises the step of intelligently screening medical examination and inspection which possibly generates allergy. According to relevant elements of rules of medical examination and allergy examination in the medical examination and examination database, relevant element actual information of medical examination and examination performed by examiners in the intelligent recommended medical examination and examination list is extracted, basic information of the examiners and relevant element actual information of medical examination and examination performed by the examiners are compared with the rules of medical examination and allergy examination, and the intelligent recommended medical examination and examination list is optimized according to comparison results.
The rules for medical examination and detection of allergy include physicochemical properties and action principles/mechanisms of medical instruments used in medical examination and detection that may cause allergic reactions, and the specific elements include: the material comprises components, raw materials, electricity, magnetism, light, heat, radiation, irritation, size, weight, heavy metal, toxicity, smell, shape, specification, package, material, additive, preservative, antifreezing agent, consumable material and relevant information such as relevant concentration, content, strength, valence and the like.
The rules for medical examination and testing for allergies may also include: physical constitution, age, sex, height, weight, development related information, birth related information, sexual life related information, genetic related information of examinee, climate/air quality/humidity/season/temperature of environment where examinee is located, disease/symptom/index/feeling/emotion of examinee, work condition/learning condition/rest condition/exercise condition/nutrition condition/diet condition/work time/immunity condition of examinee, treatment history or treatment plan of examinee by medicine/operation/chemotherapy/radiotherapy/phototherapy/thermotherapy/magnetotherapy/electrotherapy/magnetotherapy/phonotherapy/immunotherapy/gene therapy, family history/medical history/allergy history/genetic history/regional epidemic disease history/smoking history of examinee, etc. may be Information on allergies when examiners perform medical examinations and examinations.
The rules for medical examination and testing for allergies may also include: the possible manifestations and consequences of allergic reactions under different conditions when the examiner performs the medical examination and verification, the reason and mechanism of the allergic reactions, the guidance/warning information of the relevant examiner/operator/doctor/nurse/pharmacist/caregiver, the level, severity, ranking and occurrence probability of the allergic reactions, the evaluation of the relevant allergic reactions by the examiner/operator/doctor/pharmacist/nurse/caregiver, the discovery and remedial measures of the relevant allergic reactions in the above situations, and the like.
When the intelligent recommended medical examination and inspection list is optimized according to the comparison result with the rules of medical examination and inspection allergy, the medical examination and inspection with no allergy possibility or low allergy possibility is preferred, and if the medical examination and inspection inspectors in the recommended list have the condition of possibly causing allergy, the medical examination and inspection with low allergy level, severity, sequencing, occurrence probability and high safety is preferred.
The performance and the consequences of the allergic reaction which may occur when the examiner performs the medical examination and the inspection, the reason and the mechanism of the allergic reaction, the guidance/warning information of the relevant examiner/operator/doctor/nurse/pharmacist/caregiver, the grade, the severity, the ranking and the occurrence probability of the allergic reaction, the evaluation of the relevant allergic reaction by the examiner/operator/doctor/pharmacist/nurse/caregiver, the discovery and the remedial measure of the relevant allergic reaction in the above situations and the like can also be analyzed and prompted.
The condition of allergy test can be set in the medical examination and inspection database, if the condition of medical examination and inspection by the examiner meets the relevant condition, the examiner can be recommended only after passing the allergy test and the result is negative.
The method for intelligently recommending medical examination and inspection further comprises the step of intelligently screening medical examination and inspection with qualified/qualified expiration date. According to the relevant elements of the rules of the medical examination and examination validity period in the medical examination and examination database, extracting the relevant element actual information of the medical examination and examination of the examiner who intelligently recommends the medical examination and examination in the medical examination and examination list, comparing the basic information of the examiner and the relevant element actual information of the examiner who carries out the medical examination and examination with the rules of the medical examination and examination validity period, and optimizing the intelligent recommended medical examination and examination list according to the comparison result.
The rules and related elements for medical examination and verification of expiration date include: the production date, the validity period, the quality guarantee period, the use times, the inspection validity period, the disinfection validity period and the maintenance validity period of the medical instruments and the consumables/auxiliary materials/parts thereof used for medical inspection and inspection, and the time for inspectors to carry out medical inspection and inspection comprise: time to start, time to interval, frequency of use, course of treatment, length of single use, end time of use, etc. The number of medical examinations and examinations can be calculated from the time of starting/ending of individual medical examinations and examinations, the time of interval, frequency of use, course of treatment, and the like.
And when the intelligent recommended medical examination and inspection list is optimized according to the comparison result with the rules of the medical examination and inspection validity period, the medical examination and inspection with the problem of exceeding the validity period is eliminated.
The method for intelligently recommending medical examination and inspection also comprises the steps of intelligently recommending the reasonable time of the medical examination and inspection, extracting the actual information of the relevant elements of the medical examination and inspection performed by the examiner in the intelligent recommended medical examination and inspection list according to the relevant elements of the rules of the medical examination and inspection time in the medical examination and inspection database, and comparing the basic information of the examiner, the actual information of the relevant elements of the examiner performing the medical examination and inspection with the rules of the medical examination and inspection time, so that the examiner is intelligently recommended to perform the reasonable time of the medical examination and inspection in the intelligent recommended medical examination and inspection list.
The rules for medical examination and time of verification include: the starting time, duration, pause time, break time, progression cycle, progression frequency, duration, period, interval, number of courses, onset time, expiration time, end time, etc. of the medical examination and examination. The rules for medical examination and verification time may be defined and stored in different time attribute types, including time element attributes associated with natural rhythms such as: year, month, day/night, morning/noon/afternoon/evening/night, season, solar terms, lunar calendar year/month/day, etc.; the time element attributes associated with the time of day are: hours, minutes, hours, etc.; the time element attributes related to the personal work and rest life law are as follows: getting up, before/during/after meal, before sleep; time element attributes associated with a particular condition/symptom/index/psychological state/physiological state/sensation are as follows: body temperature above a certain value, pain, fatigue, vertigo, palpitation, nausea, creatinine clearance above a certain value, blood pressure below a certain value, heart rate above a certain value, emotional depression, feelings of fear, excitement, etc.; the time element attributes related to examiner examination/detection/operation/surgery/rehabilitation/psychological counseling/physical therapy/health care and the like are as follows: one day before a certain examination, 3 hours after a certain operation, when changing a certain medicine, after a certain physical therapy project, etc.; temporal element attributes associated with the age/developmental stage of the examiner are as follows: 2 weeks after birth, after eruption of deciduous teeth, after adolescent development, half a year after menopause, climacteric period, etc.; the time element attributes related to the physiological cycle of the examiner are as follows: first day of menstruation, etc.; time element attributes associated with examiner fertility/sexual life are: 24 hours after the sexual intercourse of the couple, 3 months before the preparation of pregnancy, 24 weeks of pregnancy, 3 days after the birth, and the like; time element attributes related to the examiner's work/activity/exercise/learning are as follows: before sitting on a car, before sitting on a boat, before high-altitude operation, after long-time reading and the like; the time element attributes associated with the examiner's medication/use of medical devices/use of health products/use of cosmetics are as follows: half an hour before taking the medicine, after removing makeup, etc.
The rules of the medical examination and examination time may further include the results or calculation methods corresponding to the factors such as the time possibly affected by the medical examination and examination purpose, the applicable population, the corresponding indication/indication, the corresponding health status evaluation item, the corresponding examination item, the corresponding operation item, the corresponding physical therapy item, the corresponding rehabilitation item, the corresponding health care item, the use environment, the product performance, the use amount of medical instruments, the use amount of drugs by the examiner, the use amount of health care products by the examiner, the diet of the examiner, the use amount of medical instruments, the use amount of cosmetics by the examiner, the work/study/exercise/related information of the examiner, the sexual life of the examiner, the work time of the examiner, the genetic information of the examiner, and the like, and the results or calculation methods corresponding to the respective influencing factors, and the, the method can also comprise the result which is possibly generated when medical examination and inspection are not carried out according to reasonable time in the relevant rules and relevant remedial measures, and also can comprise the interconversion relationship when different time attribute types are required to be interconverted between the time and the actual information of relevant elements of an examiner and a calculation method after the actual conditions are combined, such as the time attribute related to natural rhythm, the work and rest life law, the time attribute related to illness/symptom/index, the time attribute related to examination/detection/operation/rehabilitation/psychological consultation/physiotherapy/health care and the like, the time attribute related to age/development stage, the time attribute related to fertility/sexual life, the time attribute related to work/activity/movement/learning, the time attribute related to medicine/medical instrument use/health care product use/cosmetic use and the like Interconversion after actual condition of examiner and calculation and interconversion relationship with international standard time and time of each time zone.
The method for intelligently recommending medical examination and inspection also comprises a reasonable method for intelligently recommending medical examination and inspection, extracts the actual information of the relevant elements for medical examination and inspection of the examiner in the intelligent recommended medical examination and inspection list according to the relevant elements of the rules of the medical examination and inspection method in the medical examination and inspection database, compares the basic information of the examiner and the actual information of the relevant elements for medical examination and inspection of the examiner with the rules of the medical examination and inspection method, and intelligently recommends the reasonable method for medical examination and inspection in the intelligent recommended medical examination and inspection list for the examiner.
The rules of the method of medical examination and verification include: the medical examination and inspection comprises an examination route, an examination part, a distance, temperature, environment, conditions, equipment/consumables, an operation method, an operator requirement, protection conditions/protection measures, and related matters during examination. The method can also comprise the following steps: the examination method may be influenced by medical examination and examination purposes, applicable groups, corresponding indications/indications, corresponding health status evaluation items, corresponding examination items, corresponding operation items, corresponding physical therapy items, corresponding rehabilitation items, corresponding health care items, environment, product performance, usage amount of medical instruments, drug usage of examiners, usage of health care products of examiners, diet of examiners, other medical examination and examination, usage of cosmetics of examiners, work/study/exercise/related information of examiners, sexual lives of examiners, work and rest time of examiners, genetic information of examiners, medical examination and examination time, and the like, and influence results thereof. Possible consequences and associated remedial measures may also be included when medical examinations and checks are not performed in the correct manner.
The method for intelligently recommending medical examination and inspection also comprises the steps of intelligently recommending reasonable amount of medical examination and inspection, extracting relevant element actual information of medical examination and inspection performed by inspectors in an intelligent recommended medical examination and inspection list according to relevant elements of rules of medical examination and inspection amount in a medical examination and inspection database, and comparing the essential information of the inspectors and the relevant element actual information of the inspectors performing the medical examination and inspection with the rules of the amount of the medical examination and inspection, so that the intelligent recommended inspectors perform intelligent medical examination and inspection list and recommend reasonable amount of medical examination and inspection.
Rules for medical examination and verification quantities include: the specification, package, dosage, quantity, strength, frequency, wavelength, concentration, application range, usage duration, usage area, etc. of the medical apparatus used for medical examination and inspection include item information requiring unit/data conversion, and different purposes, people groups, corresponding indications/indications, corresponding health status evaluation items, corresponding examination items, corresponding detection items, corresponding operation items, corresponding physical therapy items, corresponding rehabilitation items, corresponding health care items, environment, product performance, drug usage of examiners, health care product usage of examiners, diet of examiners, other medical examination and inspection, cosmetic usage of examiners, work/study/exercise/related information of examiners, sexual lives of examiners, work and rest time of examiners, health condition information of patients, health condition information of the examiners, health condition information of, The genetic information of the examiner, the examination time, and the like. The rules for medical examination and verification quantities may also include: single dose/dose, single day or other time unit times/frequency, single day or other time unit dose/dose, total single treatment course, total treatment course times, total dose, and like information. It may also include consequences and associated remedial actions that may occur if medical checks and checks are not performed in the correct amounts.
The method for intelligently recommending medical examination and inspection also comprises the steps of intelligently screening medical examination and inspection possibly with adverse reactions, extracting the actual information of the relevant elements of the medical examination and inspection performed by the examiner who performs the medical examination and inspection in the intelligent recommended medical examination and inspection list according to the relevant elements of the rules of the medical examination and inspection adverse reactions in the medical examination and inspection database, comparing the basic information of the examiner and the actual information of the relevant elements of the examiner who performs the medical examination and inspection with the rules of the medical examination and inspection adverse reactions, and optimizing the intelligent recommended medical examination and inspection list according to the comparison result.
The rules for medical examination and testing for adverse reactions include: the method for medical examination and inspection/the relationship between the examination dosage/examination time/examination frequency/examination interval/examination protective measures and the like and the adverse reaction, the adverse reaction possibly occurring in the medical examination and inspection, the factors possibly influencing the adverse reaction and the treatment measures after the adverse reaction occur specifically comprise: adverse reaction related influencing factors, adverse reaction symptoms/index signals/expression/feeling/severity/harm, adverse reaction treatment, adverse reaction prevention methods, remedial measures after adverse reactions appear and the like.
When the intelligent recommended medical examination and inspection list is optimized according to the comparison result with the rules of medical examination and inspection adverse reaction, the medical examination and inspection with no adverse reaction possibility or less adverse reaction possibility is preferred, and if the medical examination and inspection inspectors in the recommended list have the condition of adverse reaction possibility, the medical examination and inspection with lower adverse reaction level, degree, sequencing, occurrence probability, severity and better safety is preferred.
And according to the possibility level set in advance, when the possibility that the examinee has adverse reaction is analyzed to be larger than the set value, the relevant doctors, nurses, pharmacists, examinees, caregivers and salespeople are reminded of relevant adverse reaction treatment, adverse reaction prevention methods and the like. Treatment measures can also be prompted or remedial measures initiated after the occurrence of an adverse reaction is detected and analyzed.
The method for intelligently recommending medical examinations and examinations of the present invention further comprises intelligently screening medical examinations and examinations that meet the convenience/comfort/compliance requirements. According to the relevant elements of the rules of convenience, comfort and compliance of medical examination and inspection in the medical examination and inspection database, extracting the relevant element actual information of medical examination and inspection of the examiner who intelligently recommends medical examination and inspection in the medical examination and inspection list, comparing the basic information of the examiner, the relevant element actual information of medical examination and inspection of the examiner with the rules of convenience, comfort and compliance of medical examination and inspection, and optimizing the intelligent recommended medical examination and inspection list according to the comparison result.
The rules for convenience/comfort/compliance for medical examinations and tests include: the medical examination and examination equipment, instruments, reagents, consumables, operation methods, operation parts, operation intensity and the like, and the comfort, convenience, difficulty, compliance difficulty, aesthetic degree, wearing weight, shape, size, volume, floor area, taste, smell, hand feeling, temperature, hardness, irritation, portability, storage convenience and the like, and the method for adjusting the convenience/comfort/compliance, including various auxiliary conditions, auxiliary measures, auxiliary methods, auxiliary operations and the like.
The rules for convenience/comfort/compliance for medical examinations and tests may also include: according to the conditions of the age, the sex, the physical condition, the sensitivity, the tolerance of electrical stimulation/magnetic field/pressure/pain, the taste preference, the athletic ability, the physical strength, the work/study/exercise/activity/travel rule and characteristic, the work and rest time, the aesthetic requirement, the study ability, the operational ability, the executive ability and the like of the examiner, the weights and the combined calculation methods of various items related to the medical examination and examination convenience/comfort/compliance are set, and the target setting of the medical examination and examination convenience/comfort/compliance of the examiner is carried out. The rules for convenience/comfort/compliance for medical examinations and tests may also include methods that require prompting the relevant doctor, nurse, pharmacist, examiner, caregiver to adjust the respective convenience/comfort/compliance when the target setting is not reached.
When the intelligent recommended medical examination and verification list is optimized according to the comparison result with the rules of convenience/comfort/compliance of medical examination and verification, the medical examination and verification which achieves the target setting of the convenience/comfort/compliance of the medical examination and verification by the examiner is preferred, and if the medical examination and verification in the recommended list cannot achieve the target setting of the convenience/comfort/compliance of the medical examination and verification by the examiner, the medical examination and verification which achieves the target setting of the convenience/comfort/compliance of the medical examination and verification by the examiner is preferred to be performed closer to the examiner.
It may also include a method of prompting the relevant doctor, nurse, pharmacist, examiner, caregiver to adjust the respective convenience/comfort/compliance if the target setting is not reached.
The method for intelligently recommending medical examination and inspection also comprises the steps of monitoring/evaluating different stages of medical examination and examination before/during/after the examination, extracting relevant element actual information of medical examination and examination of an examiner who performs medical examination and inspection in an intelligent recommended medical examination and examination list according to relevant elements of rules of the medical examination and examination before/during/after the examination in a medical examination and examination database, comparing the essential information of the examiner and the relevant element actual information of the examiner who performs medical examination and inspection with the rules of monitoring/evaluating different stages of the medical examination and examination before/during/after the examination, and optimizing the intelligent recommended medical examination and examination list according to comparison results.
The rules for monitoring/evaluation required at different stages before/during/after medical examination and examination include: the examiner performs medical examination and examination of symptoms, indices, feelings, emotions, physiological functions, motor abilities, learning abilities, work skills, etc. at various stages before/during/after examination and the like, which may need to be monitored/evaluated, and the significance/qualitative or quantitative rating in the aspects of effectiveness, safety, economy, convenience/comfort/compliance of the medical examination and inspection corresponding to different values/intervals of the monitoring/evaluation result of each item, and can also comprise the reminding level setting of the monitoring/evaluation items required to be carried out at different stages of the medical examination and inspection, the setting of the target range required to be reached by the monitoring/evaluation result of each item and relevant information of adjustment and control required to be carried out when the monitoring/evaluation result of each item does not reach the target range. The method can also comprise the possible consequences when the monitoring/evaluation result of each item does not reach the target range and relevant remedial measures. The reminding grades can be set according to the target to be achieved by the monitoring/evaluation result of each project. Relevant information for adjustment and control includes: items, methods, means, steps, time, equipment required, materials required, drugs required, conditions required, personnel required, etc.
When the intelligent recommended medical examination and inspection list is optimized according to the comparison results of rules which need to be monitored/evaluated at different stages before/during/after the medical examination and inspection, the medical examination and inspection with the monitoring/evaluation result meeting the requirements or the target setting is preferred, and if the results of the monitoring/evaluation performed by the examiner before/during/after the medical examination and inspection cannot meet the requirements or the target setting, the medical examination and inspection is replaced according to the severity of the consequences which cannot meet the requirements or the target setting.
When the medical examination and check performed by the examiner are confirmed, the relevant rules and the basic information of the examiner, which need to be monitored/evaluated before/during/after the medical examination and check, and the relevant element actual information of the examiner for the medical examination and check are combined, the relevant monitoring/evaluation items specially performed by the examiner during the medical examination and check are analyzed according to the possibility and the importance level or the score which can be set in advance/in real time, the prescriber and the examiner are reminded, and the medical examination and check can be adjusted according to the monitoring/evaluation result.
And the relevant measures can be taken when the results of monitoring/evaluation before/during/after medical examination and inspection by the examiner cannot meet the requirements or target setting, and relevant doctors, nurses, pharmacists, examiners and caregivers are prompted according to reminding level setting and level selection or the relevant measures are started.
The method for intelligently recommending medical examination and inspection of the invention also comprises preparation/protection measures before/during medical examination and inspection and recovery measures after the preparation/protection measures, extracts relevant element actual information of medical examination and inspection performed by inspectors for medical examination and inspection in the intelligent recommended medical examination and inspection list according to relevant elements of rules of the preparation/protection measures before/during medical examination and inspection and the recovery measures after the medical examination and inspection in the medical examination and inspection database, compares the essential information of the inspectors and the relevant element actual information of the medical examination and inspection performed by the inspectors with the rules of the preparation/protection measures before/during medical examination and inspection and the recovery measures after the medical examination and inspection, and optimizes the intelligent recommended medical examination and inspection list according to comparison results.
The rules for preparation/protective measures before/during medical examination and verification and recovery measures thereafter include: the physical, chemical, pharmaceutical, food, health care, rehabilitation, biological, psychological intervention, humanistic, and other types of protection/intervention/remediation/restoration-related measures taken to avoid or reduce the risk and damage that may exist during and after the medical examination and verification, may also include a reminder level setting of the preparation/protection measures and the subsequent restoration measures that need to be taken before/during the medical examination and verification. It may also include the level of consequences and their risks that may occur when preparatory/protective measures before/during medical examination and verification and recovery measures thereafter are not taken according to the relevant rules, as well as the relevant remedial measures.
When the intelligent recommended medical examination and inspection list is optimized according to the comparison result of the rules which need to be monitored/evaluated at different stages before/during/after the medical examination and inspection, the preparation/protection measures before/during the medical examination and inspection and the recovery measures after the medical examination and inspection in the intelligent recommended medical examination and inspection list are prompted, and whether the conditions of the relevant measures needed during the medical examination and inspection are met or not is judged by a prescriber or an inspector. Preferably, the medical examination and verification method comprises medical examination and verification with the relevant conditions of the protective measures before/during examination and the recovery measures after the protective measures, and if the conditions of the relevant measures required during the medical examination and verification in the intelligent recommendation list are not met, the medical examination and verification method preferably cannot adopt the medical examination and verification with lower risk level and better safety when the preparation/protective measures before/during the medical examination and verification and the recovery measures after the preparation/protective measures are taken according to the relevant rules.
When the medical examination and check selected by the checker is confirmed, the relevant rules and the basic information of the checker of the preparation/protection measure before/during the medical examination and check and the relevant information of the recovery measure after the preparation/protection measure before/during the medical examination and check, and the relevant element actual information of the medical examination and check performed by the checker are combined, and the protection measure and the recovery measure which are particularly needed by the checker during the medical examination and check are analyzed according to the possibility and the importance level or the score which can be set in advance/in real time, so that a prescriber and the checker are reminded.
The relevant doctor, nurse, pharmacist, examiner, caregiver, etc. may also be prompted to take preparatory/protective measures before/during the examination and recovery measures thereafter, respectively. It is also possible to prompt possible consequences and associated remedial actions or initiate associated actions when the analysis finds conditions without associated rules to take preparatory/protective measures before/during medical examination and verification and recovery measures thereafter.
The method for intelligently recommending medical examination and inspection also comprises the steps of intelligently screening medical examination and inspection which accords with the medical insurance/medical welfare payment condition of an inspector, extracting the actual information of the relevant elements of the medical examination and inspection of the inspector in the intelligent recommended medical examination and inspection list for performing the medical examination and inspection according to the relevant elements of the medical examination and inspection medical insurance/medical welfare rules in the medical examination and inspection database, comparing the basic information of the inspector and the actual information of the relevant elements of the medical examination and inspection of the inspector with the medical insurance/medical welfare rules of the medical examination and inspection, and optimizing the intelligent recommended medical examination and inspection list according to the comparison result.
The rules for medical insurance/medical welfare for medical examinations and verifications include: the medical examination and examination may be in the form of medical welfare/medical insurance or business insurance coverage and conditions, objects, rates, calculation methods, amounts, etc., may include restrictions of the relevant constraint terms hospital/department/doctor/nurse/operator, etc., may include information on price, single examination cost, single day examination cost, single course cost, total cost, etc. Medical examinations and checks whether they fall within the medical welfare/medical insurance or business insurance scope and conditions include: people, diagnoses, symptoms, symptom types, operations, examinations, operations, projects, rehabilitation, psychotherapy, physical therapy, health care, nursing, accompanying, areas, medical institutions, departments, doctors, drugstores, examination centers, physical examination centers, treatment centers, rehabilitation centers, usage amounts and other elements and the combination of the elements. Relevant constraint terms such as violation, inspection, violation penalty, etc.
When the intelligent recommended medical examination and verification list is optimized according to the comparison result with the medical insurance/medical welfare rules of the medical examination and verification, the medical examination and verification meeting the conditions is preferred. The amount/rate paid by each medical insurance/medical welfare item and the amount/rate to be paid by the individual can also be calculated, or the feasibility of the medical examination and check performed by the examiner can be evaluated according to the economic condition or budget of the examiner and the amount to be paid by the individual, so that an intelligent recommended medical examination and check list can be further generated.
The method for intelligently recommending medical examination and inspection also comprises the steps of intelligently screening the medical examination and inspection which meets the economic management and control requirements of medical examination and inspection performed by inspectors, extracting the actual information of relevant elements for performing the medical examination and inspection performed by the inspectors in the intelligent recommended medical examination and inspection list according to the relevant elements of the economic management and control rules of the medical examination and inspection in the medical examination and inspection database, comparing the basic information of the inspectors and the actual information of the relevant elements for performing the medical examination and inspection performed by the inspectors with the economic management and control rules of the medical examination and inspection, and optimizing the intelligent recommended medical examination and inspection list according to the comparison result.
The rules governing the economics of medical inspection and verification include: the medical examination and examination system comprises a medical examination system.
And when the intelligent recommended medical examination and inspection list is optimized according to the comparison result of the economic control rule of the medical examination and inspection, excluding the medical examination and inspection which do not accord with the condition of an inspector or preset economic relevant indexes of the medical examination and inspection, and recommending relatively close medical examination and inspection if the medical examination and inspection do not accord with the preset economic relevant indexes of the medical examination and inspection.
The method for intelligently recommending medical examination and inspection also comprises the steps of intelligently screening medical examination and inspection meeting the related administrative management requirements, extracting the actual information of the related elements of the medical examination and inspection performed by the examiner in the intelligent recommended medical examination and inspection list according to the related elements of the rules of the administrative management requirements of the medical examination and inspection in the medical examination and inspection database, comparing the basic information of the examiner and the actual information of the related elements of the examiner performing the medical examination and inspection with the rules of the administrative management requirements of the medical examination and inspection, and optimizing the intelligent recommended medical examination and inspection list according to the comparison result.
The rules for the administrative requirements of medical examinations and checks include: regional regulations/requirements for medical examination and inspection, hospital-level regulations/requirements for medical examination and inspection, hospital-property regulations/requirements for medical examination and inspection, department regulations/requirements for medical examination and inspection, prescribing doctor regulations/requirements for medical examination and inspection, operator-related regulations/requirements for medical examination and inspection, examiner-related regulations/requirements for medical examination and inspection, disease-type regulations/requirements for medical examination and inspection, major monitoring regulations/requirements for medical examination and inspection, extraordinary warning regulations/requirements for medical examination and inspection, bidding results for medical examination and inspection, price policy-related regulations/requirements, days-related regulations/requirements for medical examination and inspection, and the like, Medical examination and examination money-related regulation/requirements, DRGs (disease-related classification) related regulation/requirements, clinical pathway-related regulation/requirements, and the like. Examiner-related specifications/requirements include: medical insurance, self-service charge, industrial injury, new agriculture and agriculture, dry insurance, chronic diseases, inconvenient movement, old people, disabled people and the like. The amount-related stipulations/requirements for medical examinations and examinations include: whether the price accords with the related expense amount such as single disease payment, total amount prepayment, medical examination and inspection expense proportion control, the amount limit of single variety purchase/examination, the amount limit of type purchase/examination and the like.
The method for intelligently recommending medical examination and inspection also comprises the steps of intelligently screening medical examination and inspection with relevant examination and inspection conditions, extracting relevant element actual information of medical examination and inspection performed by medical examination and inspection examiners in an intelligent recommended medical examination and inspection list according to relevant elements of rules of the examination and inspection conditions of the medical examination and inspection, comparing basic information of the examiners and the relevant element actual information of the medical examination and inspection performed by the examiners with the rules of the examination and inspection conditions of the medical examination and inspection, and optimizing the intelligent recommended medical examination and inspection list according to comparison results.
The rules of medical examination and examination conditions for examination and examination include: equipment conditions required for medical examination and inspection, drug conditions required for medical examination and inspection, consumable conditions required for medical examination and inspection, reagent conditions required for medical examination and inspection, and personnel conditions required for medical examination and inspection.
When the intelligent recommended medical examination and inspection list is optimized according to the comparison result of the rules of the examination and inspection conditions of the medical examination and inspection, the medical examination and inspection which do not accord with the examination and inspection conditions required by the medical examination and inspection are excluded, and if the medical examination and inspection in the medical examination and inspection list do not accord with the conditions, the medical examination and inspection which have relatively close conditions is recommended.
The method for intelligently recommending medical examination and inspection also comprises the steps of reminding an inspector/operator/doctor/nurse/pharmacist/nurse/salesperson to carry out various conditions and corresponding methods which may occur in the medical examination and inspection, and sending out a warning, prompting or starting remedial measures when the conditions occur in the medical examination and inspection. In the present invention, the remedial action includes: monitoring/detecting/observing/evaluating related index/symptom/feeling/state/ability, stopping/changing/adjusting usage/adjusting time of medical examination and inspection after risk, adopting/stopping/changing/adjusting/continuing drug/medical apparatus/operation/chemotherapy/radiotherapy/thermotherapy/magnetotherapy/electrotherapy/magnetotherapy/phonotherapy/immunotherapy/gene therapy/operation/physiotherapy/rehabilitation/health care/psychological intervention/health care product/health care food/cosmetic, life/work/study/sport/entertainment/work/sexual life/fertility/social/environment and the like Alteration/adjustment of elements.
In the invention, various intelligent recommended items and rules related to the intelligent recommended medical examination and verification method can be used in combination or independently. The reasonable time scheme of the examiner is intelligently recommended according to the basic information of the medical examination and the examiner determined and selected by the examiner and the relevant element actual information of the medical examination and examination performed by the examiner extracted according to the rules of the medical examination and examination time. It may also be recommended intelligently if medical examination and verification options have been determined: methods, amounts, precautions, situations requiring caution/attention, situations where medical examinations and examinations should avoid interaction/interaction with other medical examinations and examinations/drugs/diets/surgery/health products/cosmetics/treatment protocols/procedures, etc., situations where monitoring/evaluation is required at different stages before/during/after medical examination and examination, preparatory/protective measures before/during medical examination and examination, and recovery measures thereafter, etc.
In the present invention, the source of the information for extracting the requirement information for medical examination and verification by the examiner and the actual information of the relevant elements for medical examination and verification by the examiner may be the relevant information of the examiner in the medical examination and verification database, or may be health records, family/family member health records, medical orders, medical records, medical calendars, prescriptions, electronic medical records, medical institution information systems, pharmacy/medical instrument store information systems, medical record, treatment record, evaluation report, consultation record, survey record, work record/plan, diet record/plan, medication record/plan, treatment record/plan, exercise record/plan, work record/plan, learning record/plan, rehabilitation record/plan, health record/plan, verification/verification list, health record/plan, medical record/verification database, health record/plan, medical, The medical equipment usage setting/recording and gene detection results can be obtained from the information/record of the medical examination and detection, the record of the progress/prescription/recommendation/sale of the examiner/operator/doctor/nurse/pharmacist/caregiver/salesperson, the wearable equipment, sensors, electronic equipment, electronic positioning system, weather forecast system, electronic temperature/humidity/pressure detection equipment, intelligent sound box, intelligent home system, intelligent monitoring/monitoring system, intelligent glasses, intelligent toilet, intelligent ground, intelligent scale, intelligent detection/analysis equipment, electronic infusion system, medical equipment usage setting/recording and gene detection results can be obtained from the information/record of the medical examination and detection, the electronic positioning system, the weather forecast system, the electronic temperature/humidity/pressure detection equipment, the intelligent sound box, the intelligent home system, the intelligent monitoring/monitoring system, the intelligent toilet, the intelligent ground, the intelligent scale, The system comprises a surgical robot, a human face recognition analysis device, a fingerprint recognition device, a voice recognition device, a positioning system, a social platform and other devices or systems, can be obtained by analyzing big data of life, study, work, movement, trip, social contact, shopping, diet, work, entertainment and other information of an examiner, and can also be obtained by analyzing relevant information of the examiner such as race, family, area, age, marital and fertility. The missing information may be provided or refined by the examiner/operator/doctor/nurse/pharmacist/caregiver, or the information with high relevance may be actively prompted to the examiner/operator/doctor/nurse/pharmacist/caregiver/salesperson to observe, monitor, check, inquire, analyze, confirm, record whether the relevant condition occurs or obtain the relevant index/performance/feeling/symptom/physiological change. When the actual information of the relevant elements for medical examination and inspection by the examiner is acquired, the information of the medical examination and inspection related medical orders issued by the specific prescriber can be analyzed according to the relevant information of the prescriber, so that the actual information of the attributes of the relevant elements for medical examination and inspection can be further accurately mastered. The assessment report refers to the report of assessing physiological, psychological, economic, credit, motor ability, etc. The intelligent detection/analysis device includes: odor, image, sound, pulse condition, X-ray film, CT, nuclear magnetism, ultrasonic examination, brain wave, mass spectrum analyzer, tongue coating analysis, fundus examination, gastroscope, enteroscope, catheter, minimally invasive scope, heart rate, blood oxygen amount, blood pressure, blood sugar, blood fat, body temperature, blood examination, urine examination, stool examination, pulse measurement/analysis and the like. The relevance is set or analyzed through data, all relevant elements are graded or ranked according to the importance of the intelligent recommendation of medical examination and inspection in the aspects of effectiveness, safety, economy, convenience/comfort/compliance and the like, and the information which has higher importance can be set to be necessary to perfect or else the information which cannot be used for the next step can be set.
In the present invention, the selection range of the intelligent recommended medical examination and check may be the medical examination and check in the medical examination and check list of the medical institution/physical examination institution/health management institution or the like, or all the medical examination and check.
In the present invention, the method of intelligently recommending medical examinations and examinations includes a plurality of analysis items, such as: medical examination and examination applicability/applicability analysis items, medical examination and examination contraindication analysis items, medical examination and examination need caution/attention analysis items, medical examination and examination presence interaction/interaction analysis items, medical examination and examination allergy analysis items, medical examination and examination validity period analysis items, medical examination and examination time analysis items, medical examination and examination method analysis items, medical examination and examination quantity analysis items, medical examination and examination adverse reaction analysis items, medical examination and examination convenience/comfort/compliance analysis items, medical examination and examination pre/mid/post-treatment different stage need monitoring/evaluation analysis items, medical examination and pre/mid preparation/protection measures and post-treatment recovery measure analysis items, medical insurance/medical welfare analysis items for medical examination and verification, economic management and control analysis items for medical examination and verification, administrative requirement analysis items for medical examination and verification, examination and verification condition analysis items for medical examination and verification, and the like.
The intelligent medical examination and inspection recommending method can comprehensively consider the dimensions of safety, effectiveness, economy, suitability and the like of medical examination and inspection, select proper analysis items, analyze and compare the analysis results of the analysis items obtained according to the relevant rules of the medical examination and inspection database under various same conditions for different medical examination and inspection, set the recommended grade/score of each analysis item of the medical examination and inspection under the conditions, and set the relative weight of each analysis item in the comprehensive recommendation according to the actual conditions of inspectors, so that when the medical examination and inspection is recommended, the comprehensive recommended grade/score of the medical examination and inspection can be calculated according to the grade/score corresponding to each analysis item in the medical examination and inspection list and the weight of each analysis item in the intelligent recommended medical examination and inspection list, so as to give comprehensive recommendation results to reasonable and compliance analysis of different medical examinations and examinations under the same conditions or give comprehensive priority ranking to intelligent recommendation of medical examinations and examinations.
For example; for stomach examination with gastroscope and painless gastroscope, the intelligent recommendation medical examination and inspection method of the invention sets the grade/score for the analysis result of each analysis item according to the relevant rules in the medical examination and inspection database and sets the weight for each analysis item. The result indexes of the convenience/comfort/compliance analysis project are divided into 5 grades, the grade of the gastroscope is 2 grade, the grade of the painless gastroscope is 1 grade, and the convenience/comfort/compliance of the painless gastroscope is better than that of the gastroscope; and the result indexes of the economic management and control analysis project are also classified into 5 grades, the economic management and control grade of the gastroscope is 1 grade, the grade of the painless gastroscope is 2 grade, and the economic management and control of the gastroscope is better than the painless gastroscope. Gastroscopes and indolent gastroscopes were scored equally on the other analytical items.
The method for intelligently recommending medical examination and verification has the weight of the economic management and control analysis item set to X1 and the weight of the convenience/comfort/compliance analysis item of the medical examination and verification set to X2. In this case, for the examiner a with good economic condition, the weight set by the intelligent recommended medical examination and verification method is: the weight X2 of the convenience/comfort/compliance of the medical examination and check is high, and the weight X1 of the economy of the medical examination and check is low, so that the comprehensive evaluation level of the painless gastroscope is higher than that of the gastroscope when the comprehensive level is calculated by the intelligent recommended medical examination and check method, and therefore, the painless gastroscope with the comprehensive effect which best meets the requirements of the nail can be preferentially recommended when the intelligent recommended medical examination and check method is used for intelligently recommending the medical examination and check of the nail. For examiner B who has general economic conditions, the weight set by the intelligent medical examination and verification recommending method is as follows: the weight X2 of the convenience/comfort/compliance of the medical examination and check is low, and the weight X1 of the economy of the medical examination and check is high, so that the comprehensive evaluation level of the gastroscope is higher than that of the painless gastroscope when the comprehensive evaluation level of the medical examination and check is calculated by the intelligent medical examination and check recommending method, and therefore, the comprehensive effect of the gastroscope which best meets the requirement of the second intelligent medical examination and check is preferentially recommended when the second intelligent medical examination and check recommending method is adopted.
The set grade/score and weight can be automatically set by an intelligent recommendation medical examination and inspection method according to the acquired data, can also be manually set, and can be adjusted at any time in the intelligent recommendation process.
The intelligent medical examination and verification recommending method can also correspondingly generate and store different intelligent recommendation models for different medical examinations and verifications under the same conditions according to the recommendation levels/scores and the analysis item weights set by the analysis results of the analysis items, so that the related intelligent recommendation models can be used/referenced under the same/similar conditions. The recommendation level/score of the analysis result of each analysis item of the intelligent recommendation model and the weight of each analysis item can be set, and the intelligent recommendation model can be continuously optimized and adjusted in the application process. The intelligent recommendation model can be stored in the medical examination and inspection database, or can be stored in other places, such as a cloud for different users, or a server in a hospital for use inside the hospital.
The intelligent recommendation method for medical examination and inspection can be used for comprehensively recommending and sequencing all medical examinations and inspections meeting the conditions of an inspector according to the required/available analysis and optimization results of related items according to the actual conditions of the inspector or preferentially recommending the medical examinations and inspections which are earlier according to the set recommended quantity.
In the present invention, it is also possible to set a starting point level/score of the integrated recommendation for medical examination and verification, and the medical examination and verification is recommended only if the integrated recommendation level/score calculated in the medical examination and verification based on the level/score corresponding to each analysis item and the weight of each analysis item exceeds the starting point level/score. The starting point level/score setting can be continuously optimized and adjusted during the application process.
The intelligent medical examination and verification recommending method can also set the analysis items or rules which need to be met, if the analysis items are not carried out or the grade/score of the analysis items does not reach the set value, the analysis items are forced/reminded to be carried out or the set value is adjusted to ensure that the grade/score of the analysis items meet the set value, and then the operation can be continued.
The data extracted by the intelligent medical examination and inspection recommending method can be data in the whole time range or data in a certain time period according to needs.
The method for intelligently recommending medical examination and inspection can calculate and compare the basic information of an inspector, the requirement information of the inspector for the medical examination and inspection, the actual information of relevant elements of the inspector for the medical examination and inspection and the information and rules related to the medical examination, inspection and inspection reasonableness and compliance in a medical examination and inspection database, recommend all medical examination and inspection which accord with the medical examination, inspection reasonableness and compliance and conduct rules for the inspector, and can also set the recommended grade/score of the corresponding analysis item according to the analysis result of each analysis item, and the relative weight of each analysis item in the comprehensive recommendation can be set according to the actual condition of the examiner, the comprehensive recommendation level/score of the medical examination and inspection is calculated, and the optimal medical examination and inspection is recommended for the examiner.
The method for intelligently recommending medical examination and verification can be used for reminding, warning, limiting, prohibiting, assisting, guiding the examiner/operator/doctor/nurse/pharmacist/nurse/salesperson to select, recommend, prescribe or perform medical examination and verification besides being used for recommending the medical examination and verification to the prescriber and the examiner. It can also be used for the data base of the inspector/operator/doctor/nurse/pharmacist/caregiver/salesperson and audit/administration/guidance/counsel post or secondary audit/administration/guidance/counsel center discussing the optimization scheme of medical inspection and inspection/recommendation/purchase/payment/insurance audit and the data base of the senior post reply/auto reply. The evaluation method can also be used as the basis for professional level evaluation/professional normative evaluation/performance assessment of personnel such as doctors, nurses, pharmacists, caregivers and salespeople afterwards. And can also be used as the basis for selling or refusing the selling of the vending machine/electric business/pharmacy/medical institution. The system can also be communicated with various information systems/information platforms/various vending machines/intelligent wearable devices/intelligent home devices/intelligent medical examination and inspection/medical devices/remote control medical examination and inspection, and can be used as configurable control items of relevant operations or processes under the triggering of the system or the relevant devices, such as automatic vending, intelligent reminding, intelligent starting, intelligent closing and the like. The method can also be used as the basis for evaluating, checking, supervising, law enforcement, management, referee medical institution/drugstore/medical examination and examination of related business behaviors of a medical insurance management institution/medical insurance company/health administration/medical institution/medical examination and examination retail establishment, the basis for treatment/rehabilitation/health care/examination of a guardian/family doctor/family drugger/health manager/family care management examiner, the part of the intelligent health management system/disease management system for health management/disease management of the examiner, the reasonable medical examination and examination, and the part of scientific research institution/scientific research personnel/medical instrument production enterprise/medical instrument sales enterprise/medical instrument using institution/medical instrument mechanism/examination The data basis for selecting/evaluating/designing/researching and developing/selling medical instruments by related objects such as person/operator/doctor/nurse/pharmacist/nurse/salesperson can also be used for data basis for medical insurance management organization/medical insurance company/price management department/health administration department/medical organization to make medical examination and check related policies/regulations/payment range/payment rate/payment amount and the like. The analysis items and the feedback objects and applications of the analysis results can be set, the analysis results of the analysis items are fed back to different departments and different posts according to the needs of inspectors, the processing authorities and processes of all departments and posts and the processing time limit and processing requirements of all links are set, and corresponding various analysis result reports can be generated according to the management requirements. According to the analysis and intelligent recommendation results, a normative evaluation report of medical examination and inspection is issued and provided for medical administration and management personnel, medical insurance institutions, medical insurance management personnel and circulation field management personnel, so that various possible illegal and illegal behaviors are prompted, and support is provided for further standardizing the medical examination and inspection.
The method for intelligently recommending medical examination and inspection further comprises the steps of encrypting the identity identification, confirmation, login and electronic signature of the examiner, the prescriber/operator and related roles, and the storage, transmission and application of personal information, prescription/medical advice information and various analysis results. Encryption can be performed by various methods to prevent related identities/rights from being stolen or information from being leaked. The encryption algorithm includes, but is not limited to, a symmetric encryption algorithm and an asymmetric encryption algorithm, and may specifically include: large integer decomposition problem class encryption algorithms, discrete logarithm problem class encryption algorithms, elliptic curve class encryption algorithms, block chain techniques, and the like. The adopted encryption hardware can be a secret key, a dongle, an encrypted hard disk and the like, and can be used for encrypting by combining user equipment hardware, network addresses and the like, and can also be used for encrypting by combining the methods.
The data and information transmission mode of the intelligent recommended medical examination and inspection method can be a data line mode, a wired network mode, a wireless transmission mode, a radio frequency identification mode, a magnetic card read-write mode, a mobile hard disk mode, an NFC mode, a bar code mode, a two-dimensional code mode and the like. The wireless transmission mode comprises: infrared, bluetooth, wifi, microwave, visible light wave, telecommunication wireless network, ultrasonic/sound wave, radio, etc.
A second embodiment of the present invention is seen in figure 2. FIG. 2 is a block diagram of a system for intelligently recommending medical examinations and examinations according to the present invention. The invention relates to an intelligent recommended medical examination and inspection system, which comprises:
a medical examination and inspection database unit 11 for storing a medical examination and inspection database;
an examiner basic information extraction unit 12 for extracting examiner basic information;
a requirement information extraction unit 13 for medical examination and inspection by the examiner, for extracting requirement information for medical examination and inspection by the examiner;
a relevant element actual information extraction unit 14 for medical examination and inspection by the examiner, for extracting relevant element actual information for medical examination and inspection by the examiner;
the medical examination and inspection intelligent recommendation unit 15 calculates and compares the basic information of the examiner, the requirement information of the examiner for performing medical examination and inspection, and the relevant element actual information of the examiner for performing medical examination and inspection with the relevant information and rules of medical examination and inspection rationality and compliance in the medical examination and inspection database, analyzes the medical examination and inspection scheme suitable for the examiner, and intelligently recommends the medical examination and inspection suitable for the examiner.
The system for intelligently recommending medical examination and inspection combines the individualized information of inspectors and the purposes and conditions for performing medical examination and inspection, performs comprehensive analysis, reminding and recommendation in the whole process from the safety, effectiveness, economy and convenience of medical examination and inspection, can effectively avoid unreasonable prescription/medical advice of medical examination and inspection caused by insufficient professional skills of prescribers, individualized differences of inspectors, human errors and the like, and ensures that the inspectors reasonably perform medical examination and inspection. The following description will be made in detail by taking an example of an intelligent recommendation for medical examination and examination in a clinical laboratory.
The examiner performs a coronary angiography examination by CT: when a doctor makes an examination order, the system extracts diagnosis aimed at by an examiner examination from personal information of the examiner: coronary heart disease, compare with medical examination and inspection suitable for coronary heart disease examination in the medical examination and inspection database, and compare the relevant essential element actual information that examiner carries on medical examination and inspection with the medical examination and inspection suitability/application scope rule suitable for coronary heart disease examination, recommend this examiner to carry on CT inspection; contraindication related screening is carried out on medical examination and inspection in the intelligent recommended medical examination and inspection list, the contraindication of CT coronary angiography in the medical examination and inspection contraindication rules in the medical examination and inspection database is obvious arrhythmia, the symptom of no arrhythmia of the inspector is analyzed through the electrocardiogram inspection result before the inspector, so that the system can analyze the checking result of the contraindication to be reasonable, namely, no contraindication exists, necessary information obtained by the system without means can prompt a doctor or an inspector of an inspection department to inquire the related information of the inspector, and the medical examination and inspection can be carried out after the condition that no related contraindication exists is confirmed; the method can also be used for carrying out medical examination and examination related screening which needs caution/attention, when CT is obtained from medical examination and examination rules in a medical examination and examination database which need caution/attention for coronary angiography, if coronary artery calcification is serious, the CT is cautiously carried out, the system obtains the ultrasonic examination result of the front carotid artery of an examinee as a calcification-free signal through a hospital HIS, the examination result is prompted to a doctor, and after the doctor judges that the possibility of serious calcification of the coronary artery of the examinee is very small, the doctor orders are confirmed to be effective, and the examination of items which need caution is completed; the intelligent recommendation of medical examination and inspection time can be carried out, according to the rules of the medical examination and inspection time in the medical examination and inspection database, the CT coronary angiography is carried out after the examiner with the heart rate of more than 70 times/minute takes the heart rate reduction drug for 30-60 minutes, the system obtains the time for the examiner to take the metoprolol through a nurse workstation, and when the examiner prepares to carry out the CT coronary angiography examination, reasonable time is obtained through calculation and the examiner is prompted to complete the recommendation of time items; the intelligent screening of interaction/interaction with other medical examination and inspection, medicines, diet, operation, health products, cosmetics, treatment schemes, operation and the like can be carried out during medical examination and inspection, according to the rules of interaction/interaction in the medical examination and inspection database, an inspector can not wear metal equipment during CT coronary angiography, the system acquires that the inspector wears the dynamic electrocardiograph through the personal information of the inspector in the medical examination and inspection database, the system audits and prompts a doctor or an inspector that the inspector wears the dynamic electrocardiograph to carry out angiography examination after the dynamic electrocardiograph needs to be removed, and a doctor can also be set to operate in the system to confirm that the inspector can carry out examination after the dynamic electrocardiograph is removed, and the screening and reminding of interaction/interaction are completed; the system can also perform related screening for monitoring/evaluating different stages before/during/after medical examination and examination, according to rules for monitoring/evaluating different stages before/during/after medical examination and examination in a medical examination and examination database, the heart rate of an examinee needs to be measured before CT coronary angiography, the heart rate of the examinee is obtained by the system through connected heart rate measuring equipment according to the preparation for the heart rate of the examinee before CT coronary angiography examination, if the heart rate exceeds the set range of the related rules, a doctor or an operator is prompted that the heart rate of the examinee is too fast, CT examination cannot be performed, the doctor can be prompted that the examinee uses medicines in advance, and examination can be performed after the heart rate is controlled.
The system for intelligently recommending medical examination and inspection is formed by adopting an intelligent medical examination and inspection recommending method, the structural characteristics are in one-to-one correspondence, and the description of the intelligent medical examination and inspection recommending method can be referred to, and is not repeated herein.
A third embodiment of the present invention is seen in fig. 3. FIG. 3 is a hardware block diagram of an apparatus for intelligently recommending medical examinations and examinations in accordance with the present invention. The invention relates to an intelligent recommended medical examination and inspection device, which comprises:
a medical examination and inspection database module 21 for storing a medical examination and inspection database;
the examiner basic information extraction module 22 is used for extracting the examiner basic information;
a requirement information extraction module 23 for medical examination and inspection by the examiner, for extracting requirement information for medical examination and inspection by the examiner;
the relevant element actual information extraction module 24 is used for extracting relevant element actual information of the examiner for medical examination and verification;
the medical examination and inspection intelligent recommendation module 25 calculates and compares the basic information of the examiner, the requirement information of the examiner for medical examination and inspection, and the relevant element actual information of the examiner for medical examination and inspection with the relevant information and rules of medical examination and inspection rationality and compliance in the medical examination and inspection database, analyzes the medical examination and inspection scheme suitable for the examiner, and intelligently recommends the medical examination and inspection suitable for the examiner.
The equipment for intelligently recommending medical examination and inspection is formed by adopting an intelligent medical examination and inspection recommending method, the structural characteristics are in one-to-one correspondence, and the description of the intelligent medical examination and inspection recommending method can be referred to, and is not repeated herein.
The present invention is not limited to the specific embodiments described above, and will be described in detail with reference to the following examples.
The system for intelligently recommending medical examination and inspection is used for intelligently recommending medical orders for medical examination and inspection of a medical combination: inside the integrated body/medical chain, a unified medical examination and inspection database can be established, and when prescriptions/medical orders containing medical examination and inspection are provided by different medical institutions, clinics, health hospitals, health stations, departments, doctors, nurses, pharmacists, inspectors and the like in the integrated body/medical chain, the medical examination and inspection intelligent recommendation system intelligently recommends the medical examination and inspection. The intelligent recommendation can be performed by a system installed locally or a system installed on an internet/local area network server. The system can automatically complete the recommendation, or the system can output the formal recommendation result after the relevant result is confirmed/adjusted by a multi-stage manual review post after the recommendation is completed. The intelligent recommendation result can be used for the management of medical examination and examination by an examiner, can also be used as a basis for adjusting a prescription/medical advice, and can also be used for examining the medical quality/work performance/professional ability evaluation/vogue evaluation/service quality evaluation/benefit accounting and the like of different medical institutions, departments, doctors, nurses, pharmacists and examiners.
The system for intelligently recommending medical examination and inspection is used for intelligently recommending medical examination and inspection of medical insurance: the medical examination and examination intelligent recommendation system can be used by the service organization of the medical insurance management organization/insurance company to intelligently recommend medical examination and examination to the insurers, medical institutions, clinics, health hospitals, health stations, drug stores and physical examination organizations to carry out/buy/sell. Firstly, the relevant insurance payment analysis rules of the medical examination and inspection database are adjusted according to the relevant system of medical insurance, and then the proper medical examination and inspection can be recommended according to the relevant rules and the conditions of inspectors.
The system for intelligently recommending medical examination and verification is used for the relative management and unified service standard of health committee: medical examination and inspection databases can be established by various levels of health administration departments according to the actual conditions of the region, and when prescriptions/medical orders containing medical examination and inspection are issued by different medical institutions, clinics, health hospitals, health stations, departments, doctors, nurses, pharmacists, inspectors and the like in the jurisdictions, the medical examination and inspection intelligent recommendation system intelligently recommends the medical examination and inspection. The recommendation result can be used for the management of medical examination and examination by examiners, can also be used as the basis for adjusting prescriptions/medical orders, and can also be used for examining the medical quality/unified service standard/professional ability evaluation/vogue evaluation/service quality evaluation/benefit accounting and the like of different medical institutions, departments, doctors, nurses, pharmacists and examiners.
The system for intelligently recommending medical examination and inspection is used for a medical examination and inspection data service center: a medical examination and inspection data service center can be established, and intelligent medical examination and inspection recommendation service is provided for users such as medical institutions, clinics, health hospitals, health stations, medical examination and inspection shops/pharmacies/medical e-commerce, medical insurance institutions, insurance companies, doctors, pharmacists, nurses, inspectors, caregivers and the like based on the intelligent medical examination and inspection recommendation system. The medical examination and inspection data service center can assist users to generate medical examination and inspection databases of different versions according to the characteristics and requirements of the users such as attributes, scale, business, region, economic condition, management system, use habit and the like, can customize different data transmission, storage, output and application processes/modes/formats according to different user business processes, and can be connected with different systems, networks, equipment and mechanisms.
The invention relates to a method, a system and equipment for intelligently recommending medical examination and inspection, which are characterized in that a medical examination and inspection database is established, basic information of an inspector, requirement information of the inspector for performing the medical examination and inspection, actual information of relevant elements of the inspector for performing the medical examination and inspection, and relevant rules/data of medical examination and inspection reasonableness and compliance in the medical examination and inspection database are calculated and compared, a medical examination and inspection scheme suitable for the inspector is analyzed, and the medical examination and inspection suitable for the inspector is intelligently recommended. By the method, the system and the equipment for intelligently recommending medical examination and inspection, the problem of unreasonable medical examination and inspection is greatly reduced, and related risks in the aspects of effectiveness, safety, economy, convenience and the like of the medical examination and inspection are effectively reduced.
The above-mentioned embodiments are intended to illustrate the objects, technical solutions and advantages of the present invention in further detail, and it should be understood that the above-mentioned embodiments are merely exemplary embodiments of the present invention, and are not intended to limit the scope of the present invention, and any modifications, equivalent substitutions, improvements and the like made within the spirit and principle of the present invention should be included in the scope of the present invention.

Claims (14)

1. A method for intelligently recommending medical examinations and examinations, said method comprising:
establishing a medical examination and inspection database;
extracting basic information of an inspector;
extracting the requirement information of the examiner for medical examination and inspection;
extracting relevant element actual information of medical examination and inspection performed by an inspector;
the basic information of the examiner, the information required by the examiner for medical examination and inspection, and the actual information of relevant elements for medical examination and inspection by the examiner are calculated and compared with the information and rules related to the medical examination and inspection reasonableness and compliance in the medical examination and inspection database, the medical examination and inspection scheme suitable for the examiner is analyzed, and the medical examination and inspection suitable for the examiner is intelligently recommended.
2. The method for intelligently recommending medical examinations and examinations according to claim 1, characterized in that: the medical examination and verification database includes at least one of information and rules relating to the rationality and compliance of medical examination and verification, the impact on the examiner, and the related measures to be taken.
3. The method of claim 2, wherein the information and rules relating to the health check and verification of health and compliance comprise: information and rules of medical examination and test applicability/applicability, information and rules of medical examination and test contraindications, information and rules of medical examination and test caution/attention, information and rules of medical examination and test interaction/interaction, information and rules of medical examination and test allergies, information and rules of medical examination and test expiration, information and rules of medical examination and test time, information and rules of medical examination and test method, information and rules of medical examination and test volume, information and rules of medical examination and test adverse reactions, information and rules of medical examination and test convenience/comfort/compliance, information and rules of medical examination and test monitoring/assessment at various stages before/during/after medical examination and test, at least one of information and rules of preparation/protection measures before/during medical examination and verification and recovery measures thereafter, information and rules of medical insurance/medical welfare of medical examination and verification, information and rules of economic management and control of medical examination and verification, information and rules of administrative requirements of medical examination and verification, information and rules of examination and verification conditions of medical examination and verification.
4. The method for intelligently recommending medical examinations and examinations according to claim 1, further comprising: the medical examination and inspection multi-dimensional element attribute dictionary is used for processing the matching/comparison of the basic information of an inspector, the requirement information of the inspector for performing the medical examination and inspection, and the relevant element actual information of the inspector for performing the medical examination and inspection with the information and the rules in the medical examination and inspection database.
5. The method of intelligently recommending medical examinations and examinations according to claim 4, characterized in that: the medical examination and inspection multi-dimensional element attribute dictionary comprises a standard dictionary, a synonym corresponding dictionary and a fuzzy matching dictionary of medical examination and inspection related element attributes, and the comparison of the extracted information with the information and rules in the medical examination and inspection database is realized by comparing the extracted original information with the synonym corresponding dictionary, or firstly converting the original information into a format corresponding to the standard dictionary and then comparing the original information, or performing fuzzy matching comparison on the original information, or mixing the methods.
6. The method for intelligent recommended medical examination and verification of any one of claims 1-5, wherein: the method also comprises an examiner personal information database, wherein the examiner personal information database comprises the relevant information of the examiner, and is used for extracting the requirement information of the examiner for medical examination and inspection, the relevant element actual information of the examiner for medical examination and inspection and providing the relevant information of the examiner when the examiner analyzes the medical examination and inspection scheme suitable for the examiner.
7. The method for intelligent recommended medical examination and verification of any one of claims 1-5, wherein: the method also comprises a prescriber personal information database which comprises the relevant information of the prescriber and is used for extracting the requirement information of the examiner for medical examination and inspection, the relevant element actual information of the examiner for medical examination and inspection and providing the relevant information of the prescriber when the medical examination and inspection scheme suitable for the examiner is analyzed.
8. The method for intelligently recommending medical examinations and examinations according to claim 1, wherein said method for analyzing the medical examination and examination protocols suitable for examiners is: the medical examination and inspection which can meet the relevant requirements is preliminarily screened out in a medical examination and inspection database according to the requirement information of medical examination and inspection of inspectors and/or the basic information of inspectors; then, the basic information of the examiner, the demand information of the examiner for medical examination and inspection, the relevant element actual information of the examiner for medical examination and inspection, the preliminarily screened medical examination and inspection relevant information which can meet the relevant demands, and the relevant information and rules in the medical examination and inspection database are compared, the medical examination and inspection which meets/relatively meets the demands, the information of the examiner and the actual conditions are screened from the preliminarily screened medical examination and inspection which can meet the relevant demands, and an intelligent recommended medical examination and inspection list is generated.
9. The method for intelligently recommending medical examinations and examinations according to claim 1, characterized in that: the method also includes reminding the examiner/operator/doctor/nurse/pharmacist/caregiver/salesperson of the various conditions, risks and detection/discovery thereof that may occur during/after the relevant medical examination and check-out by the examiner, and the relevant preparation and handling methods, and issuing an alarm, prompting or initiating remedial action when the medical examination and check-out condition is discovered.
10. The method for intelligent recommended medical examination and verification of any one of claims 1-9, wherein the method further comprises: analyzing and comparing the analysis results of each analysis item obtained by different medical examinations and examinations under the same conditions according to the relevant rules of the medical examination and examination database, setting the recommended grade/score of each analysis item of the corresponding medical examination and examination under the conditions, and the relative weight of each analysis item in the comprehensive recommendation can be set according to the actual situation of the examiner, therefore, when medical examination and inspection recommendation is carried out, the comprehensive recommended grade/score of the medical examination and inspection can be calculated according to the grade/score corresponding to the medical examination and inspection in each analysis item and the weight of each analysis item in the intelligent recommended medical examination and inspection list, so as to give comprehensive recommendation results to reasonable and compliance analysis of different medical examinations and examinations under the same conditions or give comprehensive priority ranking to intelligent recommendation of medical examinations and examinations.
11. The method for intelligently recommending medical examinations and examinations according to claim 10, characterized in that: the method can also correspondingly generate different intelligent recommendation models according to the recommendation levels/scores and the weights of the analysis items set by the analysis results of the analysis items under different medical examination and inspection conditions, so that the related intelligent recommendation models can be used/referred under the same/similar conditions, and the setting of the intelligent recommendation models can be continuously optimized and adjusted in the using process.
12. The method for intelligent medical examination and verification of any one of claims 1-11, wherein: the method also includes encrypting the identification, confirmation, login, electronic signature of the examiner, prescriber/operator and associated roles, as well as the storage, transmission and application of personal information, prescription/order information and various analysis results.
13. A system for intelligently recommending medical examinations and examinations, said system comprising:
the medical examination and inspection database unit is used for storing a medical examination and inspection database;
the examiner basic information extraction unit is used for extracting the examiner basic information;
the system comprises a requirement information extraction unit for medical examination and inspection of inspectors, a medical information acquisition unit and a medical information acquisition unit, wherein the requirement information extraction unit is used for extracting requirement information for medical examination and inspection of the inspectors;
the relevant element actual information extraction unit is used for extracting the relevant element actual information of the medical examination and inspection performed by the examiner;
the medical examination and inspection intelligent recommendation unit calculates and compares the basic information of the examiner, the requirement information of the examiner for medical examination and inspection, the actual information of relevant elements of the examiner for medical examination and inspection, and the relevant information and rules of medical examination and inspection reasonableness and compliance in the medical examination and inspection database, analyzes the medical examination and inspection scheme suitable for the examiner, and intelligently recommends the medical examination and inspection suitable for the examiner.
14. An apparatus for intelligently recommending medical examinations and examinations, said apparatus comprising:
the medical examination and inspection database module is used for storing a medical examination and inspection database;
the inspector basic information extraction module is used for extracting basic information of an inspector;
the system comprises a requirement information extraction module for medical examination and inspection of inspectors, a medical examination and inspection information acquisition module and a medical examination and inspection information acquisition module, wherein the requirement information extraction module is used for extracting requirement information for medical examination and inspection of the inspectors;
the relevant element actual information extraction module is used for extracting relevant element actual information for medical examination and inspection of the examiner;
the medical examination and inspection intelligent recommendation module calculates and compares the basic information of the examiner, the requirement information of the examiner for medical examination and inspection, the actual information of relevant elements of the examiner for medical examination and inspection, and the relevant information and rules of medical examination and inspection reasonableness and compliance in the medical examination and inspection database, analyzes the medical examination and inspection scheme suitable for the examiner, and intelligently recommends the medical examination and inspection suitable for the examiner.
CN201911026831.5A 2019-10-26 2019-10-26 Intelligent recommended medical examination and inspection method, system and equipment Pending CN110797115A (en)

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CN113674835A (en) * 2021-06-25 2021-11-19 赵亚楠 Big data perception platform of psychotherapy
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