CN113609185A - Intelligent medical maintenance platform data acquisition device - Google Patents

Intelligent medical maintenance platform data acquisition device Download PDF

Info

Publication number
CN113609185A
CN113609185A CN202110811608.2A CN202110811608A CN113609185A CN 113609185 A CN113609185 A CN 113609185A CN 202110811608 A CN202110811608 A CN 202110811608A CN 113609185 A CN113609185 A CN 113609185A
Authority
CN
China
Prior art keywords
user
data
module
information
medical
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202110811608.2A
Other languages
Chinese (zh)
Inventor
项南
赵玉常
叶辉
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Zhejiang Huayuan Medical Technology Co ltd
Original Assignee
Zhejiang Huayuan Medical Technology Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Zhejiang Huayuan Medical Technology Co ltd filed Critical Zhejiang Huayuan Medical Technology Co ltd
Priority to CN202110811608.2A priority Critical patent/CN113609185A/en
Publication of CN113609185A publication Critical patent/CN113609185A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2458Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
    • G06F16/2462Approximate or statistical queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2457Query processing with adaptation to user needs
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

Landscapes

  • Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Primary Health Care (AREA)
  • General Health & Medical Sciences (AREA)
  • Epidemiology (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Computational Linguistics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

The invention provides a smart medical platform data acquisition device, which comprises a data analysis and classification module, a data acquisition module, a data management platform, a data storage module, a data filing calling module and a user module, wherein the data analysis and classification module is connected with the data management platform and the data acquisition module and is used for analyzing and classifying data, the data acquisition module is connected with the data management platform and the data filing calling module and is used for acquiring information of a user, the data management platform is connected with the data analysis and classification module, the data acquisition module, the data filing calling module, the user module and the data storage module and is used for controlling the modules, the data filing calling module is connected with the data management platform and the user module and is used for filing the user and calling the user data, the invention realizes the accurate collection of medical data, and the medical data has higher reliability through multiple item contrast.

Description

Intelligent medical maintenance platform data acquisition device
Technical Field
The invention relates to the technical field of intelligent medical data acquisition, in particular to a data acquisition device of an intelligent medical platform.
Background
As the health and medical data becomes one of the national development strategies, the exploration of the medical-based big data platform application also gradually becomes a hot point for the research of the medical industry. The evolution of information technology provides conditions for increasingly diversified data processing requirements, data gates processed by a computer are simple to complex, and the adopted technical platforms are different. From the original file system to the relational database, later, people discovered that the database also had a bottleneck, and the data warehouse came along with it and provided a business intelligence tool to provide technical support for processing more complex data.
However, the current data volume is large, errors are easy to occur under the condition of interactive transmission of multiple data, the structure of health data analysis is easy to be wrong if a plurality of errors are small, the collected health data are not comprehensive data, the analysis can only be used for analyzing the overall health condition of people through one data, the result expressed by a single data can not be used as the basis for judging the physical health under many conditions, meanwhile, the analysis of the current medical data mostly compares the physical examination data of people with international standardized data, the actual monitoring effect is not good, and a large error exists.
Disclosure of Invention
Technical problem to be solved
Aiming at the defects of the prior art, the invention provides an intelligent medical platform data acquisition device to solve the problems in the background technology.
(II) technical scheme
In order to achieve the purpose, the invention is realized by the following technical scheme: a smart medical platform data acquisition device comprises a data analysis and classification module, a data acquisition module, a data management platform, a data storage module, a data filing calling module and a user module, wherein the data analysis and classification module is connected with the data management platform and the data acquisition module and is used for analyzing and classifying data, the data acquisition module is connected with the data management platform and the data filing calling module and is used for acquiring information of a user, the data management platform is connected with the data analysis and classification module, the data acquisition module, the data filing calling module, the user module and the data storage module and is used for controlling the modules, the data filing calling module is connected with the data management platform and the user module and is used for filing the user and calling the user data, the user module is used for registering, logging in and inputting information for users, and the data storage module is connected with the data management platform and the user module and used for archiving, monitoring and sending information for the data of the users.
Preferably, the data analysis and classification module specifically performs the following steps of data analysis for the user:
step 1: centralizing all user information acquired by a data acquisition module, and taking out the name of a user, basic information of the user, information collection time and medical health information of the user;
step two: and (3) for the collected user information list, sequentially putting the name of the user, the basic information of the user, the time for collecting the information and the medical health information of the user into a form to obtain a basic information table of the user, and sending the basic information table of the user to a data storage module through a data management platform.
Preferably, the user is a person, and the medical health information of the user is physical examination result information of the user.
Preferably, the information collected by the data collection module is user information in the data filing module, the user information in the data filing calling module comes from self basic information input by a user in the user module, and the data filing calling module is connected with and calls the medical information APP of the user in real time to call the medical information and the physical examination information of the user.
Preferably, the user module is a user registration login unit, and the user login unit requests the user to fill in personal information and medical information.
Preferably, the data storage module comprises a storage module, a classification comparison analysis module and a prompt alarm module, the storage module is used for storing the user data information, the classification comparison module is used for classifying the user data information one by one and comparing the user data information individually, and the prompt alarm module is used for sending the compared structure information to the user.
Preferably, the storage module is provided with medical health information data of human beings in all age groups, and the user digitalized information is specifically the specific steps of classifying the user digitalized information item by item and comparing the user digitalized information item by item in the content of the user basic information table:
step 1: fishing out medical health information data of the age group of the user according to the age of the user, fishing out latest user data information and latest data information of the user, and carrying out detailed classification on the item data of each organ of the body in the fished data;
step 2: comparing the latest user data information, the latest user data information and the result data of the refined classification of the item data of each organ of the body of the medical health information data of the age group of the user to obtain a comparison change table of the item data of each organ of the body, simultaneously generating a comparison report, analyzing the health condition of the user to obtain a result and attaching the result to the comparison report;
step three: the comparison report is sent to a prompt alert module.
Preferably, the prompt and warning module sends the received contrast report to the user module.
(III) advantageous effects
The invention provides a data acquisition device of an intelligent medical care platform, which has the following beneficial effects: the system is provided with a data management platform, the data management platform is connected with a data analysis and classification module, a data acquisition module, a data filing and calling module, a user module and a data storage module, data interaction among the modules is more accurate and errors are not easy to occur through transfer control, the user module is also provided with the user module, the user module collects personal information and medical information of a user through a user registration and login unit, the data filing and calling module is connected with medical information APP of the user and calls the medical information and physical examination information of the user in real time, so that the medical information of the user collected by the platform is more complete, the user information collected by the data analysis and classification module is integrated to obtain a user basic information table, the data management platform sends the user basic information table to the data storage module, and the storage module in the data storage module stores the user basic information table, the storage module is provided with medical health information data of all ages of human beings, a classification comparison analysis module in the data storage module can be used for fishing out the medical health information data of all ages of the user according to the ages of the user, fishing out latest user data information and latest data information of the user, carrying out detailed classification and comparison on the item data of all organs of the body in the fished data to obtain a comparison change table of item data results of all organs of the body, simultaneously generating a comparison report, analyzing the health condition of the user to obtain results and attaching the results to the comparison report, and sending the comparison report to the user through a prompt alarm module, so that the user can observe real-time data of the health of the user and accurately seek medical care or recuperate the body according to the results of the comparison report.
Drawings
FIG. 1 is a schematic diagram of the system of the present invention;
FIG. 2 is a schematic diagram of a dynamic detection system according to the present invention.
Detailed Description
Reference will now be made in detail to embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to the same or similar elements or elements having the same or similar function throughout. The embodiments described below with reference to the accompanying drawings are illustrative only for the purpose of explaining the present invention, and are not to be construed as limiting the present invention.
In the description of the present invention, it is to be understood that the terms "center", "longitudinal", "lateral", "length", "width", "thickness", "upper", "lower", "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom", "inner", "outer", "clockwise", "counterclockwise", and the like, indicate orientations and positional relationships based on those shown in the drawings, and are used only for convenience of description and simplicity of description, and do not indicate or imply that the device or element being referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus, should not be considered as limiting the present invention. Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, features defined as "first", "second", may explicitly or implicitly include one or more of the described features. In the description of the present invention, "a plurality" means two or more unless specifically defined otherwise.
In the description of the present invention, it should be noted that, unless otherwise explicitly specified or limited, the terms "mounted," "connected," and "connected" are to be construed broadly, e.g., as meaning either a fixed connection, a removable connection, or an integral connection; may be mechanically connected, may be electrically connected or may be in communication with each other; either directly or indirectly through intervening media, either internally or in any other relationship. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.
In the present invention, unless otherwise expressly stated or limited, "above" or "below" a first feature means that the first and second features are in direct contact, or that the first and second features are not in direct contact but are in contact with each other via another feature therebetween. Also, the first feature being "on," "above" and "over" the second feature includes the first feature being directly on and obliquely above the second feature, or merely indicating that the first feature is at a higher level than the second feature. A first feature being "under," "below," and "beneath" a second feature includes the first feature being directly under and obliquely below the second feature, or simply meaning that the first feature is at a lesser elevation than the second feature.
The following disclosure provides many different embodiments or examples for implementing different features of the invention. To simplify the disclosure of the present invention, the components and arrangements of specific examples are described below. Of course, they are merely examples and are not intended to limit the present invention. Furthermore, the present invention may repeat reference numerals and/or letters in the various examples, such repetition is for the purpose of simplicity and clarity and does not in itself dictate a relationship between the various embodiments and/or configurations discussed. In addition, the present invention provides examples of various specific processes and materials, but one of ordinary skill in the art may recognize applications of other processes and/or uses of other materials.
The embodiment of the invention provides a smart medical platform data acquisition device which comprises a data analysis classification module, a data acquisition module, a data management platform, a data storage module, a data filing calling module and a user module, wherein the data analysis classification module is connected with the data management platform and the data acquisition module and is used for analyzing and classifying data, the data acquisition module is connected with the data management platform and the data filing calling module and is used for acquiring information of a user, the data management platform is connected with the data analysis classification module, the data acquisition module, the data filing calling module, the user module and the data storage module and is used for controlling the modules, the data filing calling module is connected with the data management platform and the user module and is used for filing the user and calling the user data, and the user module is used for registering the user, And the data storage module is connected with the data management platform and the user module and is used for archiving, monitoring and sending the information of the user.
The data analysis and classification module specifically comprises the following steps of:
step 1: centralizing all user information acquired by a data acquisition module, and taking out the name of a user, basic information of the user, information collection time and medical health information of the user;
step two: the collected user information list is put into a form in turn according to the name of the user, the basic information of the user, the time for collecting the information and the medical health information of the user, so that a basic information table of the user is obtained and is sent to a data storage module through a data management platform;
the user is specifically a person, and the medical health information of the user is specifically physical examination result information of the user;
the information acquired by the data acquisition module is specifically user information in the data filing module, the user information in the data filing calling module is from self basic information input by a user in the user module, and the data filing calling module is connected with and calls medical information APP of the user in real time to call the medical information and physical examination information of the user;
the user module is a user registration login unit which requires a user to fill in personal information and medical information;
the data storage module comprises a storage module, a classification comparison analysis module and a prompt alarm module, the storage module is used for storing user data information, the classification comparison module is used for classifying the user data information one by one and comparing the user data information individually, and the prompt alarm module prompts a user to send compared structure information to the user;
the storage module is provided with medical health information data of all ages of human beings, and the user data information is specifically the content user data information of the user basic information table, classified one by one and compared independently, and the specific steps are as follows:
step 1: fishing out medical health information data of the age group of the user according to the age of the user, fishing out latest user data information and latest data information of the user, and carrying out detailed classification on the item data of each organ of the body in the fished data;
step 2: comparing the latest user data information, the latest user data information and the result data of the refined classification of the item data of each organ of the body of the medical health information data of the age group of the user to obtain a comparison change table of the item data of each organ of the body, simultaneously generating a comparison report, analyzing the health condition of the user to obtain a result and attaching the result to the comparison report;
step three: sending the comparison report to a prompt alarm module;
the prompt alert module sends the received contrast report to the user module.
In summary, the data management platform is provided, the data management platform is connected with the data analysis and classification module, the data acquisition module, the data filing and calling module, the user module and the data storage module, data interaction between the modules is more accurate through transfer control, errors are not easy to occur, the user module is provided at the same time, the user module collects personal information and medical information of a user through a user registration and login unit, the data filing and calling module is connected with the medical information APP of the user and calls the medical information and physical examination information of the user in real time, so that the medical information of the user collected by the platform is more complete, the user information collected by the data acquisition module is integrated through the data analysis and classification module to obtain a user basic information table, the data management platform sends the user basic information table to the data storage module, the storage module in the data storage module stores the user basic information table, the storage module is provided with medical health information data of all ages of human beings, a classification comparison analysis module in the data storage module can be used for fishing out the medical health information data of all ages of the user according to the ages of the user, fishing out latest user data information and latest data information of the user, carrying out detailed classification and comparison on the item data of all organs of the body in the fished data to obtain a comparison change table of item data results of all organs of the body, simultaneously generating a comparison report, analyzing the health condition of the user to obtain results and attaching the results to the comparison report, and sending the comparison report to the user through a prompt alarm module, so that the user can observe real-time data of the health of the user and accurately seek medical care or recuperate the body according to the results of the comparison report.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (8)

1. The utility model provides a platform data acquisition device is supported to wisdom medical services which characterized in that: the medical platform data acquisition device comprises a data analysis and classification module, a data acquisition module, a data management platform, a data storage module, a data filing calling module and a user module, wherein the data analysis and classification module is connected with the data management platform and the data acquisition module and is used for analyzing and classifying data, the data acquisition module is connected with the data management platform and the data filing calling module and is used for acquiring information of a user, the data management platform is connected with the data analysis and classification module, the data acquisition module, the data filing calling module, the user module and the data storage module and is used for controlling the modules, the data filing calling module is connected with the data management platform and the user module and is used for filing the user and calling user data, and the user module is used for registering the user, And the data storage module is connected with the data management platform and the user module and is used for archiving, monitoring and sending information of the user.
2. The intelligent medical platform data acquisition device of claim 1, wherein: the data analysis and classification module specifically comprises the following steps of:
step 1: centralizing all user information acquired by a data acquisition module, and taking out the name of a user, basic information of the user, information collection time and medical health information of the user;
step two: and (3) for the collected user information list, sequentially putting the name of the user, the basic information of the user, the time for collecting the information and the medical health information of the user into a form to obtain a basic information table of the user, and sending the basic information table of the user to a data storage module through a data management platform.
3. The intelligent medical platform data acquisition device of claim 2, wherein: the user is specifically a person, and the medical health information of the user is specifically physical examination result information of the user.
4. The intelligent medical platform data acquisition device of claim 1, wherein: the information that the data acquisition module gathered specifically is the user information in the data arching module, the user information in the data arching calling module comes from with the user input's in the user module self basic information, just the data arching calling module is connected and calls user's medical information APP and calls user's medical information and physical examination information in real time.
5. The intelligent medical platform data acquisition device of claim 1, wherein: the user module is specifically a user registration login unit, and the user login unit requires a user to fill in personal information and medical information.
6. The intelligent medical platform data acquisition device of claim 1, wherein: the data storage module comprises a storage module, a classification comparison analysis module and a prompt alarm module, the storage module is used for storing user data information, the classification comparison module is used for classifying the user data information one by one and comparing the user data information individually, and the prompt alarm module is used for sending compared structure information to a user.
7. The intelligent medical platform data acquisition device of claim 6, wherein: the storage module is provided with medical health information data of human beings in all ages, and the user data information is specifically the specific steps of classifying the user data information of the content of the user basic information table one by one and comparing the user data information individually, and comprises the following steps:
step 1: fishing out medical health information data of the age group of the user according to the age of the user, fishing out latest user data information and latest data information of the user, and carrying out detailed classification on the item data of each organ of the body in the fished data;
step 2: comparing the latest user data information, the latest user data information and the result data of the refined classification of the item data of each organ of the body of the medical health information data of the age group of the user to obtain a comparison change table of the item data of each organ of the body, simultaneously generating a comparison report, analyzing the health condition of the user to obtain a result and attaching the result to the comparison report;
step three: the comparison report is sent to a prompt alert module.
8. The intelligent medical platform data acquisition device of claim 7, wherein: the prompt and alarm module sends the received contrast report to the user module.
CN202110811608.2A 2021-07-19 2021-07-19 Intelligent medical maintenance platform data acquisition device Pending CN113609185A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110811608.2A CN113609185A (en) 2021-07-19 2021-07-19 Intelligent medical maintenance platform data acquisition device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110811608.2A CN113609185A (en) 2021-07-19 2021-07-19 Intelligent medical maintenance platform data acquisition device

Publications (1)

Publication Number Publication Date
CN113609185A true CN113609185A (en) 2021-11-05

Family

ID=78304805

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110811608.2A Pending CN113609185A (en) 2021-07-19 2021-07-19 Intelligent medical maintenance platform data acquisition device

Country Status (1)

Country Link
CN (1) CN113609185A (en)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106295169A (en) * 2016-08-08 2017-01-04 安徽易联众信息技术有限公司 Intelligent medical comprehensive detection system
CN107785071A (en) * 2017-10-25 2018-03-09 德清晨英电子科技有限公司 A kind of intelligent medical treatment state of an illness tracking system and method
CN112435726A (en) * 2020-12-02 2021-03-02 天津市康婷生物工程集团有限公司 Health management system based on portable health monitoring equipment

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106295169A (en) * 2016-08-08 2017-01-04 安徽易联众信息技术有限公司 Intelligent medical comprehensive detection system
CN107785071A (en) * 2017-10-25 2018-03-09 德清晨英电子科技有限公司 A kind of intelligent medical treatment state of an illness tracking system and method
CN112435726A (en) * 2020-12-02 2021-03-02 天津市康婷生物工程集团有限公司 Health management system based on portable health monitoring equipment

Similar Documents

Publication Publication Date Title
CN109119130A (en) A kind of big data based on cloud computing is health management system arranged and method
CN107506602A (en) A kind of big data health forecast system
CN106777873B (en) Community's smart cloud health services system
CN105162880B (en) The aid decision-making method of the collaborative treatment of a kind of ACS compartmentalization network
CN109935317A (en) Artificial intelligence health cloud platform
CN107767949B (en) A kind of primary care system
CN105962923A (en) Intelligent health full-information acquisition and analysis system
CN108606781A (en) A kind of epilepsy localization system based on the brain electricity higher-order of oscillation rhythm and pace of moving things
CN108231193A (en) A kind of clinical decision auxiliary system and method
CN209232420U (en) A kind of intelligence delirium assessment device
CN109493007A (en) A kind of doctor supports the information management system of combination
CN108903926A (en) A kind of intelligent medical Physical Examination System and its application method
CN111627523A (en) Clinical nutrition diagnosis and treatment simulation system and simulation method
CN106228019A (en) Medical treatment cloud data network fractional analysis method
CN107480419A (en) Fetal Birth Defect Intelligence Diagnosis system
CN114403806A (en) Dangerous disease early warning and informing system
CN113609185A (en) Intelligent medical maintenance platform data acquisition device
CN112802595A (en) APP system applied to follow-up of inflammatory bowel disease conditions of children and using method thereof
CN117251443A (en) Clinical data management platform
CN115617840B (en) Medical data retrieval platform construction method, system, computer and storage medium
CN116741363A (en) Distributed medical monitoring system and method based on Internet of things cloud server
CN115019924A (en) Health data acquisition and analysis method applying artificial intelligence health robot
CN115458190A (en) Community-oriented chronic obstructive pulmonary disease early screening and intervention system
CN114678126A (en) Disease tracking and predicting system
Noguchi et al. Neural network analysis and evaluation of the fetal heart rate

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
WD01 Invention patent application deemed withdrawn after publication
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20211105