CN117194802A - Medical and anti-cooperative platform resident health portrait and service recommendation system and method - Google Patents
Medical and anti-cooperative platform resident health portrait and service recommendation system and method Download PDFInfo
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Abstract
The application relates to the technical field of medical information, and discloses a medical and anti-cooperative platform system and a method for recommending resident health portrait and service, wherein the medical and anti-cooperative platform system comprises a comprehensive supervision module, which is used for supervising the overall progress of medical and epidemic prevention work, can collect, analyze and report data related to medical resource allocation, epidemic situation control, health policy execution and the like, and is used for monitoring the health state of residents in real time, comprising vital signs, sensor data and the like, and a service recommendation module, which is used for recommending proper medical services and preventive measures according to personal health data and requirements of patients. By analyzing and utilizing county-oriented medical improvement policies: based on a perfect global health medical data resource center, future development trend is predicted by setting or adjusting certain parameters so as to evaluate the feasibility of issuing related policies and provide effective data support for issuing and landing medical-improvement policies, thereby reducing the risk that the policies are separated from reality and improving the executable degree of the policies.
Description
Technical Field
The application relates to the technical field of medical information, in particular to a system and a method for recommending resident health portraits and services by a medical and anti-cooperative platform.
Background
Traditional medical and health services are often disease-centric, and doctors will provide corresponding treatment regimens depending on the condition of the disease. However, this mode ignores the diversity of health needs of individual residents, as well as the importance of prevention and health promotion beyond disease. Furthermore, the health care system is often decentralized, information isolated, and lacks integration and synergy.
With the continuous development of information technology and artificial intelligence, various health management and medical service recommendation systems are emerging. These systems typically rely on big data and machine learning techniques that can analyze individual resident health data and histories to generate personalized health recommendations and service recommendations. However, these systems still have some challenges, and health data from different sources is usually stored in different systems, cannot be integrated and standardized, and cannot accurately understand and meet the personalized health needs of each resident, so those skilled in the art propose medical and anti-collaboration platforms for resident health portrayal and service recommendation systems and methods to solve the above problems.
Disclosure of Invention
Aiming at the defects of the prior art, the application provides a medical and anti-cooperative platform system and a method for recommending resident health figures and services, which solve the problems that the prior art service recommending system usually stores health data of different sources in different systems, can not be integrated and standardized, and can not accurately understand and meet the personalized health requirements of each resident.
In order to achieve the above purpose, the application is realized by the following technical scheme: the medical and anti collaboration platform is related to resident health portrayal and service recommendation system, comprising:
the comprehensive supervision module is used for supervising the overall progress of medical treatment and epidemic prevention work, and can collect, analyze and report data related to aspects of medical resource allocation, epidemic situation control, sanitary policy execution and the like;
the monitoring and evaluating module is used for monitoring the health state of residents in real time, and comprises vital signs, sensor data and the like;
the service recommending module is used for recommending proper medical services and preventive measures according to personal health data and requirements of patients;
the health portrait construction module is used for integrating medical and health data of a patient and creating an individualized health portrait;
the sixth unified management module is used for managing the medical information of the patient in a unified way, including basic information, medical records, examination results, prescriptions and the like;
a classification module for helping to classify patients into different risk groups or disease classifications;
the medical prevention matching module is used for promoting the cooperative work between the medical institution and the epidemic prevention department;
the shared resource module is used for managing the allocation and the scheduling of medical and epidemic prevention resources and ensuring the reasonable utilization and the allocation of the resources;
and the medical prevention cooperative module is used for promoting cooperative work among medical institutions, government departments and patients. Preferably, the integrated supervision module includes:
a health status information unit for recording and managing health information of an individual, including disease history, drug records, allergy information, chronic disease management, lifestyle data, etc.;
a medical service information unit for recording information about medical services such as a visit record, a history of operation, a doctor's diagnosis and prescription, etc.;
a public health service information unit for managing information of public health services including vaccination records, infectious disease monitoring, epidemiological data and the like;
the medical insurance information unit is used for managing insurance information of the patient and assisting the medical institution and the patient to understand medical expense and insurance coverage;
the operation management information unit is used for managing daily operation of a medical institution, and comprises reservation management, resource allocation, medical equipment maintenance and the like;
and the medical detection information unit is used for managing and storing key information related to the health of the patient and medical services.
Preferably, the monitoring and evaluating module comprises:
the data acquisition and transmission unit is used for ensuring that health data and medical information of a patient are collected in time;
the data storage and management unit is used for properly storing the acquired data in a database or other storage media so as to facilitate subsequent access, analysis and management;
the real-time monitoring and alarming unit is used for monitoring the health condition of a patient or the running state of the system and giving an alarm when an abnormal condition occurs;
the data analysis and evaluation unit is used for processing, analyzing and evaluating the acquired data;
a visualization and report generation unit for presenting the analyzed data in the form of an intuitive chart, image or report;
a decision support unit for helping medical professionals to formulate optimal treatment regimens and health management strategies.
Preferably, the service recommendation module includes:
the user data collection unit is used for collecting personal health information, historical medical records, preference, demand and other information of the patient;
a recommendation algorithm unit for analyzing the patient's data and providing personalized healthcare advice from a medical knowledge base;
and the communication and feedback unit is used for being in charge of interaction with the patient, providing recommendation for the patient and receiving feedback and preference information of the patient.
Preferably, the health portrait construction module includes:
a data integration unit for collecting and integrating medical data of the patient from various data sources;
the data cleaning and preprocessing unit is used for identifying and correcting errors, deletions or abnormal values in the data;
a feature extraction unit for constructing key features of the health representation, which may include age, sex, disease diagnosis, medication record, lifestyle, etc. of the patient;
the data analysis and modeling unit is used for analyzing the extracted characteristics to identify the health state, risk factors and potential problems of the patient;
a health portrait generation unit for generating a health portrait of the patient;
and the continuous updating and maintaining unit is used for continuously updating the health information of the patient to reflect the latest medical data and condition changes.
Preferably, the six unified management module includes:
an administrative unified management unit for handing over all the people, property and things of the county and county two-stage medical institutions to the medical group by Wei Jian bureau;
the talent unified allocation unit is used for carrying out record preparation management on the existing medical personnel and reasonably intermodulation and interoperability of talents in the group so as to enable human resources to be matched with the whole development of the group to the greatest extent;
the financial uniform accounting unit is used for transferring the financial accounting center to the medical group uniform office and is responsible for the integral financial accounting of the medical group;
the service unified operation unit is used for carrying out homogenization management on medical services of each medical unit in the group by the group service center so as to realize high-quality resource sharing;
the performance integrated management unit is used for breaking identity and unit restrictions on personnel of the medical institutions and performing system-assessment;
and the medical instrument integrated acquisition and supply unit is used for uniformly planning purchase equipment of large medical equipment by a medical group.
Preferably, the classification module includes:
the crowd classification unit is used for dividing patients or individuals into different groups or categories;
a disease classification unit for classifying a disease or medical diagnosis of a patient;
the disease classification unit is used for classifying and grading the disease or health state of the patient in detail.
Preferably, the medical defense cooperative module includes:
the policy coordination unit is used for coordinating, integrating and pushing policy formulation and execution;
the management coordination unit is used for coordinating and optimizing the management flow in the organization;
the information coordination unit is used for managing and sharing data and information resources;
a service coordination unit for coordinating and integrating services provided to clients or users;
and the capacity coordination unit is used for coordinating various resources and skills in the organization.
Preferably, the shared resource module includes:
a health profile database for storing personal health information including medical records, diagnoses, treatment history, and health monitoring data;
the electronic medical record database is used for storing electronic medical records of patients, including clinical records, medical diagnosis, prescription information and the like;
a disease management database for tracking and managing data for a particular disease or group of diseases;
a population database for storing health related information of the whole population, including demographic data, health risk factors, etc.;
a health resource database for effectively allocating health resources and planning medical services;
an operation management database for managing operation and management data of the medical institution, including financial information, human resource management, equipment maintenance, etc.;
the medical prevention cooperation module comprises:
a disease prevention unit for monitoring disease risk factors and providing health education, helping individuals take preventive measures;
the disease control information unit is used for tracking and monitoring the happened diseases and assisting in taking control measures so as to prevent epidemic situation from spreading;
a health promotion information unit for providing health education and propaganda activities for encouraging people to take a healthy life style, preventing chronic diseases;
the sanitary emergency information unit is used for monitoring and managing sanitary emergency events, including outbreaks of infectious diseases, natural disasters and the like, and assisting emergency response;
a blood management information unit for blood inventory management, tracking blood supply, ensuring that the supply is sufficient to meet the needs of the medical institution;
an emergency management information unit for monitoring and coordinating emergency services, including scheduling emergency vehicles, allocating emergency resources, etc.;
the application method of the medical and anti-cooperative platform for resident health portrait and service recommendation system is characterized by comprising the following steps:
step one: firstly, integrating medical and health data of a patient through a health portrait construction module to create an individualized health portrait, wherein the medical data of the patient is collected and integrated from various data sources through a data integration unit, then the extracted characteristics are analyzed through a data analysis and modeling unit to identify the health state, risk factors and potential problems of the patient, and finally, the health portrait of the patient is generated through a health portrait generation unit;
step two: then dividing the patients or individuals into different groups or categories through a crowd classifying unit, classifying the diseases or medical diagnosis of the patients through a disease classifying unit, and finally classifying and classifying the disease states or health states of the patients in detail through a disease classifying unit;
step three: the medical protection coordination module is used for promoting the coordination work among medical institutions, government departments and patients, wherein the policy coordination unit is responsible for coordinating, integrating and promoting policy formulation and execution, the service coordination unit is used for coordinating and integrating services provided for clients or users, finally, the disease control information unit is used for tracking and monitoring the happened diseases, assisting in taking control measures to prevent epidemic situation from spreading,
the application provides a medical and anti-cooperative platform system and a method for recommending resident health portraits and services. The beneficial effects are as follows:
1. the county-oriented domain medical modification policy analysis and utilization method predicts future development trend by setting or adjusting certain parameters based on a perfect whole domain health medical data resource center so as to evaluate the feasibility of the related policy release and provide effective data support for medical modification policy release and landing, thereby reducing the risk that the policy breaks away from reality and improving the policy executable degree.
2. The application relates to a multi-channel epidemic situation monitoring and quick response system for sound network direct report, public opinion monitoring, medical health personnel reporting, scientific research discovery reporting and the like, which improves the important public health risk discovery, reporting, early warning, response and disposal capacity, and the disease control mechanism and public hospital combined disposal and division work cooperation mechanism fully play the respective professional advantages and jointly develop the whole-flow closed-loop management of pathogenic microorganism detection, epidemiological investigation, on-site disposal, medical treatment and scientific research.
3. The application constructs a unified health portrait construction module, records the patient full life cycle treatment data and improves the treatment efficiency. And the public and defending service level of the county is improved. The county hospitals are used as the tap to drive the regional hospital medical service capability, the medical insurance is used as the lever, the deep fusion and high-quality development of the medical insurance and medical education of the regional medical medicine are optimized, the problems of expensive doctor and difficult doctor and civilian life are solved, resident ailments are led to the community and the hospital, and the first consultation of the primary stage, the two-way consultation, the urgent and slow separate treatment and the up-and-down linkage type grading diagnosis and treatment policy are promoted to fall to the reality.
4. The application can better distribute medical resources, reduce waste and unnecessary medical cost by recommending proper medical services according to the needs and conditions of patients, and can improve the knowledge of residents on the health of the residents and encourage the residents to take positive health actions by providing the residents with information and advice related to the health portrait of the residents.
Drawings
FIG. 1 is a general frame diagram of the present application;
FIG. 2 is a diagram of a comprehensive supervision module framework of the present application;
FIG. 3 is a block diagram of a monitor and assessment module of the present application;
FIG. 4 is a block diagram of a service recommendation module according to the present application;
FIG. 5 is a block diagram of a health representation component module of the present application;
FIG. 6 is a diagram of a six unified management module framework in accordance with the present application;
FIG. 7 is a diagram of a classification module framework of the present application;
FIG. 8 is a schematic diagram of a medical and anti-collaboration module frame in accordance with the present application;
FIG. 9 is a shared resource module framework diagram of the present application;
FIG. 10 is a flow chart of a six unified management mechanism of the present application;
FIG. 11 is a health portrait flow chart of the present application;
FIG. 12 is a flow chart of a regional medical health data resource center of the present application;
FIG. 13 is a flow chart of medical data resource integration according to the present application.
Detailed Description
The following description of the embodiments of the present application will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all embodiments of the application. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
Examples:
referring to fig. 1 to fig. 9, an embodiment of the present application provides a medical and anti collaboration platform for resident health portrayal and service recommendation system, including:
the comprehensive supervision module is used for supervising the overall progress of medical treatment and epidemic prevention work, can collect, analyze and report data related to aspects of medical resource allocation, epidemic situation control, sanitary policy execution and the like, and can collect, analyze and report data related to aspects of medical resource allocation, epidemic situation control, sanitary policy execution and the like so as to enable a decision maker to make corresponding decisions.
The monitoring and evaluating module is used for monitoring the health state of residents in real time, including vital signs, sensor data and the like, and can help medical staff to timely find the health problem of the patient and take action, and meanwhile, the health state of the patient can be evaluated for a long time.
A service recommendation module for recommending appropriate medical services and precautions based on the patient's personal health data and needs, which facilitates providing personalized medical advice, including doctor recommendations, treatment regimens, and health management advice.
The health portrait construction module is used for integrating medical and health data of a patient and creating an individualized health portrait, which is helpful for medical professionals to better know the health history and current state of the patient.
And the sixth unified management module is used for unified management of the medical information of the patient, including basic information, medical records, examination results, prescriptions and the like, and ensures the consistency and accessibility of the medical data.
A classification module for helping to classify patients into different risk groups or disease categories in order to provide prophylactic and therapeutic services more targeted.
The medical prevention matching module is used for promoting the cooperative work between the medical institution and the epidemic prevention department;
the shared resource module is used for managing the allocation and the scheduling of medical and epidemic prevention resources and ensuring the reasonable utilization and the allocation of the resources;
and the medical prevention cooperative module is used for promoting cooperative work among medical institutions, government departments and patients.
The comprehensive supervision module comprises:
a health status information unit for recording and managing health information of an individual, including disease history, drug records, allergy information, chronic disease management, lifestyle data, etc.;
a medical service information unit for recording information about medical services such as a visit record, a history of operation, a doctor's diagnosis and prescription, etc.;
a public health service information unit for managing information of public health services including vaccination records, infectious disease monitoring, epidemiological data and the like;
the medical insurance information unit is used for managing insurance information of the patient and assisting the medical institution and the patient to understand medical expense and insurance coverage;
the operation management information unit is used for managing daily operation of a medical institution, and comprises reservation management, resource allocation, medical equipment maintenance and the like;
and the medical detection information unit is used for managing and storing key information related to the health of the patient and medical services.
The monitoring and evaluation module comprises:
the data acquisition and transmission unit is used for ensuring that health data and medical information of a patient are collected in time;
the data storage and management unit is used for properly storing the acquired data in a database or other storage media so as to facilitate subsequent access, analysis and management;
the real-time monitoring and alarming unit is used for monitoring the health condition of a patient or the running state of a system and giving an alarm when an abnormal condition occurs so that medical staff can respond in time
The data analysis and evaluation unit is used for processing, analyzing and evaluating the acquired data and helping medical professionals to make accurate diagnosis and treatment decisions.
A visualization and report generation unit for presenting the analyzed data in the form of intuitive charts, images or reports, enabling a medical professional to more easily understand and interpret the data, thereby supporting medical decisions.
A decision support unit for helping medical professionals to formulate optimal treatment regimens and health management strategies.
The decision support unit adopts an ID3 decision tree algorithm, and the algorithm formula is as follows:
[IG(D, A) = H(D) - H(D|A)]
where, (IG (D, a)) is the information gain of feature (a) over data set (D).
(H (D)) is the entropy of the data set (D), representing the uncertainty of the data.
(H (D|A)) is the conditional entropy of the data set (D) given the feature (A), representing the uncertainty of the data in the case of the feature (A), the ID3 algorithm will select the feature with the highest information gain to split, as it can minimize the uncertainty of the data. This feature is then used to create child nodes, building branches of a decision tree, through which the healthcare professional can be assisted in formulating optimal treatment regimens and health management strategies.
The service recommendation module comprises:
the user data collection unit is used for collecting personal health information, historical medical records, preference, demand and other information of the patient;
a recommendation algorithm unit for analyzing the patient's data and providing personalized healthcare advice from a medical knowledge base;
and the communication and feedback unit is used for being in charge of interaction with the patient, providing recommendation for the patient and receiving feedback and preference information of the patient.
The health portrait construction module comprises:
a data integration unit for collecting and integrating medical data of the patient from various data sources;
the data cleaning and preprocessing unit is used for identifying and correcting errors, deletions or abnormal values in the data;
a feature extraction unit for constructing key features of the health representation, which may include age, sex, disease diagnosis, medication record, lifestyle, etc. of the patient;
the data analysis and modeling unit is used for analyzing the extracted characteristics to identify the health state, risk factors and potential problems of the patient;
a health portrait generation unit for generating a health portrait of the patient;
the algorithm of the health portrait generating unit adopts a logistic regression model algorithm formula, and the method is concretely as follows:
[ P (\text { health } = 1) = \frac {1} { 1+e { - (\beta_0 + \beta_1X_1+ \beta_2X_2+ \ldots + \beta_nX_n) } ].
Where P (\text { health } =1)) represents the probability that a certain health condition is 1 (e.g., has a certain disease).
(\beta_0, \beta_1, \beta_2, \beta_n) are parameters of the logistic regression model that represent the impact of each feature (X_1, X_2, \beta_n) on health.
(X_1, X_2, \ldots, X_n) are variables that describe the health characteristics of an individual, such as age, gender, blood pressure, cholesterol level, etc. By this algorithm, a health representation of the patient can be generated.
And the continuous updating and maintaining unit is used for continuously updating the health information of the patient to reflect the latest medical data and condition changes.
The sixth unified management module comprises:
an administrative unified management unit for handing over all the people, property and things of the county and county two-stage medical institutions to the medical group by Wei Jian bureau;
the talent unified allocation unit is used for carrying out record preparation management on the existing medical personnel and reasonably intermodulation and interoperability of talents in the group so as to enable human resources to be matched with the whole development of the group to the greatest extent;
the financial uniform accounting unit is used for transferring the financial accounting center to the medical group uniform office and is responsible for the integral financial accounting of the medical group;
the service unified operation unit is used for carrying out homogenization management on medical services of each medical unit in the group by the group service center so as to realize high-quality resource sharing;
the performance integrated management unit is used for breaking identity and unit restrictions on personnel of the medical institutions and performing system-assessment;
and the medical instrument integrated acquisition and supply unit is used for uniformly planning purchase equipment of large medical equipment by a medical group.
The classification module comprises:
a population classification unit for being responsible for classifying patients or individuals into different groups or categories, which may help medical institutions to better understand their patient populations, to formulate customized medical services and health management plans for different populations.
A disease classification unit for classifying a disease or medical diagnosis of a patient, which generally involves correlating information such as symptoms, diagnosis results, and medical history of the patient with an international disease classification system (e.g., ICD-10) to ensure accurate disease diagnosis and recording.
The disease classification unit is used for classifying and grading the disease or health state of the patient in detail, and can comprise the assessment of severity of the disease, progress condition, treatment response and the like. This detailed classification helps healthcare workers to better understand the patient's condition, formulate appropriate treatment plans, and conduct long-term monitoring.
The medical prevention cooperation module comprises:
the policy coordination unit is used for coordinating, integrating and promoting policy formulation and execution, and can promote cooperation among different departments or stakeholders, ensure consistency and coordination of policies and meet strategic targets of organizations or governments.
And the management coordination unit is used for coordinating and optimizing an internal management flow of an organization, and is beneficial to information sharing among different departments so as to improve the work in aspects of resource allocation, project management, performance evaluation and the like.
The information coordination unit is used for managing and sharing data and information resources, which can comprise data integration, data analysis, information security and knowledge management, so as to ensure information circulation in an organization and support decision making and problem solving.
A service coordination unit for coordinating and integrating services provided to customers or subscribers, which may involve customer support, after-sales services, maintenance, and customer experience management, to ensure that customers are consistently serviced with high quality.
A capability coordination unit for coordinating various resources and skills within an organization, which may include resource management in terms of human resources, technology, equipment, and training, etc., to support successful implementation of the project.
The shared resource module includes:
a health profile database for storing personal health information, including medical records, diagnoses, treatment history, and health monitoring data, which helps medical providers to better understand the health of patients and provide them with better medical services.
The electronic medical record database is used for storing the electronic medical record of the patient, including clinical records, medical diagnosis, prescription information and the like, and is beneficial to the medical institution to manage the patient data, so that the accessibility and sharability of the medical record are improved.
A disease management database for tracking and managing data for a particular disease or group of diseases, which helps medical institutions and health departments to better understand the spread, treatment trends, and precautions of the disease.
A population wide database for storing health related information throughout the population, including demographic data, health risk factors, and the like, which aids governments and health authorities in developing comprehensive health policies and plans.
A sanitary resource database for efficiently allocating sanitary resources and planning medical services, which facilitates efficient allocation of sanitary resources and planning medical services.
An operation management database for managing operation and management data of the medical institution including financial information, human resource management, equipment maintenance, etc., which contributes to improvement of efficiency and benefit of the medical institution.
The medical prevention cooperation module comprises:
a disease prevention unit for monitoring disease risk factors and providing health education, helping individuals take preventive measures;
the disease control information unit is used for tracking and monitoring the happened diseases and assisting in taking control measures so as to prevent epidemic situation from spreading;
a health promotion information unit for providing health education and propaganda activities for encouraging people to take a healthy life style, preventing chronic diseases;
the sanitary emergency information unit is used for monitoring and managing sanitary emergency events, including outbreaks of infectious diseases, natural disasters and the like, and assisting emergency response;
a blood management information unit for blood inventory management, tracking blood supply, ensuring that the supply is sufficient to meet the needs of the medical institution;
an emergency management information unit for monitoring and coordinating emergency services, including scheduling emergency vehicles, allocating emergency resources, and the like.
These co-ordination modules are intended to help health departments and medical institutions better prevent, monitor and address various health related events and diseases to ensure the health and safety of communities. They provide powerful tools for supporting efficient operation of the hygiene system through data management and information sharing.
The application method of the medical and anti-cooperative platform about resident health portrait and service recommendation system comprises the following steps:
step one: firstly, integrating medical and health data of a patient through a health portrait construction module to create an individualized health portrait, wherein the medical data of the patient is collected and integrated from various data sources through a data integration unit, then the extracted characteristics are analyzed through a data analysis and modeling unit to identify the health state, risk factors and potential problems of the patient, and finally, the health portrait of the patient is generated through a health portrait generation unit;
step two: then dividing the patients or individuals into different groups or categories through a crowd classifying unit, classifying the diseases or medical diagnosis of the patients through a disease classifying unit, and finally classifying and classifying the disease states or health states of the patients in detail through a disease classifying unit;
step three: the medical protection coordination module is used for promoting the coordination work among medical institutions, government departments and patients, wherein the policy coordination unit is responsible for coordinating, integrating and promoting policy formulation and execution, the service coordination unit is used for coordinating and integrating services provided for clients or users, and finally the disease control information unit is used for tracking and monitoring the happened diseases and assisting in taking control measures so as to prevent epidemic situation from spreading.
To sum up: the application predicts future development trend by setting or adjusting certain parameters based on a perfect global health medical data resource center, evaluates the feasibility of relevant policy release to release and land the medical improvement policy to provide effective data support, further reduces the risk that the policy breaks away from reality and improves the executable degree of the policy. And the public and defending service level of the county is improved. The medical service capability of the regional hospitals is driven by taking the county hospitals as the tap, medical insurance is used as the lever, the deep fusion and high-quality development of medical insurance medical education of the regional medical medicines are optimized, the problems of high doctor seeing and difficult resident lives are solved, resident diseases are led to the hospitals for the community diseases, the first consultation of the basic level, two-way consultation, urgent and slow consultation and up-and-down linkage type grading diagnosis and treatment policy fall to the reality are promoted, and finally, medical resources are better distributed, waste and unnecessary medical cost are reduced by recommending proper medical services according to the needs and conditions of patients, and the residents can be improved to know the health of themselves and encourage the residents to take positive health behaviors by providing information and advice related to the health portraits of the residents.
Although embodiments of the present application have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made therein without departing from the principles and spirit of the application, the scope of which is defined in the appended claims and their equivalents.
Claims (10)
1. The medical and anti collaboration platform is related to resident health portrait and service recommendation system, and is characterized by comprising:
the comprehensive supervision module is used for supervising the overall progress of medical treatment and epidemic prevention work, and can collect, analyze and report data related to aspects of medical resource allocation, epidemic situation control, sanitary policy execution and the like;
the monitoring and evaluating module is used for monitoring the health state of residents in real time, and comprises vital signs, sensor data and the like;
the service recommending module is used for recommending proper medical services and preventive measures according to personal health data and requirements of patients;
the health portrait construction module is used for integrating medical and health data of a patient and creating an individualized health portrait;
the sixth unified management module is used for managing the medical information of the patient in a unified way, including basic information, medical records, examination results, prescriptions and the like;
a classification module for helping to classify patients into different risk groups or disease classifications;
the medical prevention matching module is used for promoting the cooperative work between the medical institution and the epidemic prevention department;
the shared resource module is used for managing the allocation and the scheduling of medical and epidemic prevention resources and ensuring the reasonable utilization and the allocation of the resources;
and the medical prevention cooperative module is used for promoting cooperative work among medical institutions, government departments and patients.
2. The medical and anti collaboration platform as specified in claim 1, wherein the integrated supervisory module comprises:
a health status information unit for recording and managing health information of an individual, including disease history, drug records, allergy information, chronic disease management, lifestyle data, etc.;
a medical service information unit for recording information about medical services such as a visit record, a history of operation, a doctor's diagnosis and prescription, etc.;
a public health service information unit for managing information of public health services including vaccination records, infectious disease monitoring, epidemiological data and the like;
the medical insurance information unit is used for managing insurance information of the patient and assisting the medical institution and the patient to understand medical expense and insurance coverage;
the operation management information unit is used for managing daily operation of a medical institution, and comprises reservation management, resource allocation, medical equipment maintenance and the like;
and the medical detection information unit is used for managing and storing key information related to the health of the patient and medical services.
3. The medical and anti collaboration platform as specified in claim 1, wherein the monitoring and assessment module comprises:
the data acquisition and transmission unit is used for ensuring that health data and medical information of a patient are collected in time;
the data storage and management unit is used for properly storing the acquired data in a database or other storage media so as to facilitate subsequent access, analysis and management;
the real-time monitoring and alarming unit is used for monitoring the health condition of a patient or the running state of the system and giving an alarm when an abnormal condition occurs;
the data analysis and evaluation unit is used for processing, analyzing and evaluating the acquired data;
a visualization and report generation unit for presenting the analyzed data in the form of an intuitive chart, image or report;
a decision support unit for helping medical professionals to formulate optimal treatment regimens and health management strategies.
4. The medical and anti collaboration platform as specified in claim 1, wherein the service recommendation module comprises:
the user data collection unit is used for collecting personal health information, historical medical records, preference, demand and other information of the patient;
a recommendation algorithm unit for analyzing the patient's data and providing personalized healthcare advice from a medical knowledge base;
and the communication and feedback unit is used for being in charge of interaction with the patient, providing recommendation for the patient and receiving feedback and preference information of the patient.
5. The medical and anti collaboration platform as specified in claim 1, wherein the wellness portrayal construction module comprises:
a data integration unit for collecting and integrating medical data of the patient from various data sources;
the data cleaning and preprocessing unit is used for identifying and correcting errors, deletions or abnormal values in the data;
a feature extraction unit for constructing key features of the health representation, which may include age, sex, disease diagnosis, medication record, lifestyle, etc. of the patient;
the data analysis and modeling unit is used for analyzing the extracted characteristics to identify the health state, risk factors and potential problems of the patient;
a health portrait generation unit for generating a health portrait of the patient;
and the continuous updating and maintaining unit is used for continuously updating the health information of the patient to reflect the latest medical data and condition changes.
6. The medical and defense collaboration platform as defined in claim 1, wherein the six unified management module comprises:
an administrative unified management unit for handing over all the people, property and things of the county and county two-stage medical institutions to the medical group by Wei Jian bureau;
the talent unified allocation unit is used for carrying out record preparation management on the existing medical personnel and reasonably intermodulation and interoperability of talents in the group so as to enable human resources to be matched with the whole development of the group to the greatest extent;
the financial uniform accounting unit is used for transferring the financial accounting center to the medical group uniform office and is responsible for the integral financial accounting of the medical group;
the service unified operation unit is used for carrying out homogenization management on medical services of each medical unit in the group by the group service center so as to realize high-quality resource sharing;
the performance integrated management unit is used for breaking identity and unit restrictions on personnel of the medical institutions and performing system-assessment;
and the medical instrument integrated acquisition and supply unit is used for uniformly planning purchase equipment of large medical equipment by a medical group.
7. The medical and anti collaboration platform as specified in claim 1, wherein the classification module comprises:
the crowd classification unit is used for dividing patients or individuals into different groups or categories;
a disease classification unit for classifying a disease or medical diagnosis of a patient;
the disease classification unit is used for classifying and grading the disease or health state of the patient in detail.
8. The medical and defense collaboration platform as defined in claim 1, wherein the medical and defense collaboration module comprises:
the policy coordination unit is used for coordinating, integrating and pushing policy formulation and execution;
the management coordination unit is used for coordinating and optimizing the management flow in the organization;
the information coordination unit is used for managing and sharing data and information resources;
a service coordination unit for coordinating and integrating services provided to clients or users;
and the capacity coordination unit is used for coordinating various resources and skills in the organization.
9. The medical and anti collaboration platform as specified in claim 1, wherein the shared resource module comprises:
a health profile database for storing personal health information including medical records, diagnoses, treatment history, and health monitoring data;
the electronic medical record database is used for storing electronic medical records of patients, including clinical records, medical diagnosis, prescription information and the like;
a disease management database for tracking and managing data for a particular disease or group of diseases;
a population database for storing health related information of the whole population, including demographic data, health risk factors, etc.;
a health resource database for effectively allocating health resources and planning medical services;
an operation management database for managing operation and management data of the medical institution, including financial information, human resource management, equipment maintenance, etc.;
the medical prevention cooperation module comprises:
a disease prevention unit for monitoring disease risk factors and providing health education, helping individuals take preventive measures;
the disease control information unit is used for tracking and monitoring the happened diseases and assisting in taking control measures so as to prevent epidemic situation from spreading;
a health promotion information unit for providing health education and propaganda activities for encouraging people to take a healthy life style, preventing chronic diseases;
the sanitary emergency information unit is used for monitoring and managing sanitary emergency events, including outbreaks of infectious diseases, natural disasters and the like, and assisting emergency response;
a blood management information unit for blood inventory management, tracking blood supply, ensuring that the supply is sufficient to meet the needs of the medical institution;
an emergency management information unit for monitoring and coordinating emergency services, including scheduling emergency vehicles, allocating emergency resources, and the like.
10. The use method of the medical and anti collaboration platform for the resident health portrait and service recommendation system according to any one of claims 1 to 9, characterized by comprising the following steps:
step one: firstly, integrating medical and health data of a patient through a health portrait construction module to create an individualized health portrait, wherein the medical data of the patient is collected and integrated from various data sources through a data integration unit, then the extracted characteristics are analyzed through a data analysis and modeling unit to identify the health state, risk factors and potential problems of the patient, and finally, the health portrait of the patient is generated through a health portrait generation unit;
step two: then dividing the patients or individuals into different groups or categories through a crowd classifying unit, classifying the diseases or medical diagnosis of the patients through a disease classifying unit, and finally classifying and classifying the disease states or health states of the patients in detail through a disease classifying unit;
step three: the medical protection coordination module is used for promoting the coordination work among medical institutions, government departments and patients, wherein the policy coordination unit is responsible for coordinating, integrating and promoting policy formulation and execution, the service coordination unit is used for coordinating and integrating services provided for clients or users, and finally the disease control information unit is used for tracking and monitoring the happened diseases and assisting in taking control measures so as to prevent epidemic situation from spreading.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117457136A (en) * | 2023-12-22 | 2024-01-26 | 四川大学华西医院 | Medical health information doctor-patient management system based on medical networking |
| CN117976124A (en) * | 2024-03-29 | 2024-05-03 | 四川省肿瘤医院 | Disease prevention information pushing system and pushing method |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060190303A1 (en) * | 2005-02-23 | 2006-08-24 | The Trinity Management Group, Llc | Coordinated health and human services delivery system and process |
| CN105528526A (en) * | 2016-01-15 | 2016-04-27 | 胡广芹 | Traditional Chinese medicine inheritance and big data mining-based dynamic health management system for life cycle |
| CN107526938A (en) * | 2017-10-10 | 2017-12-29 | 福建镓康医疗科技有限公司 | A kind of primary care Health Delivery System |
| CN109472440A (en) * | 2018-09-14 | 2019-03-15 | 曾庆胜 | It is information-based, intelligent to cure anti-convergence platform |
| US20200042917A1 (en) * | 2018-08-02 | 2020-02-06 | Natalie Rodrigues | Solution Oriented Conglomerate building implementing sub organizations offering services and products with strategies, solutions and products in multiple industries (health are, education, business, government, housing , entertainment) |
| CN112233798A (en) * | 2020-12-16 | 2021-01-15 | 杭州智策略科技有限公司 | Interpretable disease risk analysis system based on pathological mode and attention mechanism |
| CN113345583A (en) * | 2021-06-01 | 2021-09-03 | 甘肃省卫生健康统计信息中心(西北人口信息中心) | Method and system for constructing full life cycle resident intelligent health file |
| CN114078602A (en) * | 2020-08-19 | 2022-02-22 | 上海市疾病预防控制中心 | System, method and application for realizing rapid tracing, screening and control of key crowds based on big data and AI technology in infectious disease prevention and control |
| CN115188473A (en) * | 2022-07-10 | 2022-10-14 | 天津中智云海软件科技有限公司 | Health management system and working method thereof |
-
2023
- 2023-11-07 CN CN202311464701.6A patent/CN117194802A/en active Pending
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060190303A1 (en) * | 2005-02-23 | 2006-08-24 | The Trinity Management Group, Llc | Coordinated health and human services delivery system and process |
| CN105528526A (en) * | 2016-01-15 | 2016-04-27 | 胡广芹 | Traditional Chinese medicine inheritance and big data mining-based dynamic health management system for life cycle |
| CN107526938A (en) * | 2017-10-10 | 2017-12-29 | 福建镓康医疗科技有限公司 | A kind of primary care Health Delivery System |
| US20200042917A1 (en) * | 2018-08-02 | 2020-02-06 | Natalie Rodrigues | Solution Oriented Conglomerate building implementing sub organizations offering services and products with strategies, solutions and products in multiple industries (health are, education, business, government, housing , entertainment) |
| CN109472440A (en) * | 2018-09-14 | 2019-03-15 | 曾庆胜 | It is information-based, intelligent to cure anti-convergence platform |
| CN114078602A (en) * | 2020-08-19 | 2022-02-22 | 上海市疾病预防控制中心 | System, method and application for realizing rapid tracing, screening and control of key crowds based on big data and AI technology in infectious disease prevention and control |
| CN112233798A (en) * | 2020-12-16 | 2021-01-15 | 杭州智策略科技有限公司 | Interpretable disease risk analysis system based on pathological mode and attention mechanism |
| CN113345583A (en) * | 2021-06-01 | 2021-09-03 | 甘肃省卫生健康统计信息中心(西北人口信息中心) | Method and system for constructing full life cycle resident intelligent health file |
| CN115188473A (en) * | 2022-07-10 | 2022-10-14 | 天津中智云海软件科技有限公司 | Health management system and working method thereof |
Non-Patent Citations (1)
| Title |
|---|
| MARCCC: "以六个统一为基调的医共体文化建设", 知乎 * |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117457136A (en) * | 2023-12-22 | 2024-01-26 | 四川大学华西医院 | Medical health information doctor-patient management system based on medical networking |
| CN117976124A (en) * | 2024-03-29 | 2024-05-03 | 四川省肿瘤医院 | Disease prevention information pushing system and pushing method |
| CN117976124B (en) * | 2024-03-29 | 2024-06-11 | 四川省肿瘤医院 | Disease prevention information pushing system and pushing method |
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