Intelligent management system for health physical examination

Abstract

The invention discloses a health physical examination intelligent management system, and relates to the technical field of medical health management. The invention aims to solve the technical problems that the physical examination experience of a patient is poor and the accuracy of a physical examination result is affected due to the fact that the links such as physical examination appointment, list arrangement and notification are low in efficiency and physical examination information is not shared in time in a health physical examination process. By receiving basic information of a person to be subjected to physical examination, establishing a personal service file, determining physical examination items, establishing a physical examination scheme and combining a navigation and positioning system, real-time sharing of physical examination information is achieved, the physical examination person can know own physical examination progress and position information in real time, the transparency and convenience of physical examination are improved, and the physical examination efficiency is improved. When the physical examination personnel deviate from the predetermined path or the physical examination progress goes wrong, the medical personnel are notified in time, and the physical examination process is optimized, the user experience is improved, optimal resource configuration is realized, and the working efficiency and the service quality are improved by collecting feedback data in real time and continuously optimizing the physical examination service.

Description

Technical Field

[0001] The present invention relates to the field of medical health management technology, and in particular to a health examination intelligent management system. Background Art

[0002] Major domestic physical examination centers generally use appointments and physical examination packages to conduct health examinations. On the day of the examination, the management team is responsible for the management of all departments. There is no personalized service provided by accompanying nurses. The environment is open and there is a large flow of people. The inspection center also uses a physical examination information form, which is a standard form, lacks personalization, and has a single content. It only includes the information of the examinee, the examination items, and the priority of fasting. There is no specific project process guidance and specific time, location, inspection personnel and other information. Some physical examination centers use a clinic calling system, which sorts the appointments according to the previous appointment time and the arrival time, and the examination clinic calls the number independently for the examination.

[0003] Therefore, in the existing technology, there are many problems in the health examination process, such as low efficiency in physical examination appointments, scheduling, notifications, etc., and untimely sharing of physical examination information, which leads to poor patient physical examination experience and affects the accuracy of physical examination results. Summary of the invention

[0004] The purpose of the present invention is to provide an intelligent management system for health examinations, so that examinees can understand their own examination progress and location information in real time, thereby improving the transparency and convenience of the examination, and promptly notifying medical staff when the examinees deviate from the predetermined path or there is a problem with the examination progress, thereby continuously optimizing the examination service, optimizing the examination process, and improving the user experience, so as to solve the problems raised in the above-mentioned background technology.

[0005] To achieve the above object, the present invention provides the following technical solutions: Health check-up intelligent management system, including: Front-end management subsystem, used to: Receive basic information of the person to be examined, establish a personal service file of the person to be examined based on the basic information, determine the physical examination items of the person to be examined, and establish a physical examination plan; The management personnel shall summarize and manage the personal service files of the persons to be examined, assign a physical examination plan to each person to be examined, obtain the real-time location data of the persons to be examined, and monitor the physical examination progress of each person to be examined; Backend service subsystem, used for: Analyze and store the data obtained by the front-end management subsystem, and dynamically adjust the establishment and allocation of physical examination plans based on satisfaction evaluation feedback data.

[0006] Furthermore, the front-end management subsystem includes: A physical examination plan building unit, used to establish a personal service file based on the basic information actively provided by the person to be examined, match physical examination items based on the historical physical examination data of the person to be examined and the physical examination package selected by the person to be examined, and build a corresponding physical examination plan for the person to be examined; A physical examination notification unit, used to generate a physical examination schedule based on the physical examination plan, determine the appointment time of the physical examination plan, obtain the time library required for the physical examination items within the appointment time, and generate an estimated time for each physical examination item in the physical examination schedule; The physical examination information sharing unit is used to combine with the navigation and positioning system to record the arrival information and physical examination progress of the person to be examined. At the same time, it shares the location of the accompanying nurse and the floor of the clinic in real time to realize real-time sharing of physical examination progress data.

[0007] Furthermore, the physical examination plan construction unit specifically includes: The personal information entry module is used to receive the basic information of the person to be examined and to establish a personal service file; The historical data analysis module is used to extract the historical physical examination data of the examinee from the health examination database, and identify the high-risk factors, physical examination abnormalities and trend changes in the historical physical examination data; The package selection and matching module is used to match the physical examination packages according to the personal information and historical data analysis results, and to show the examinee at least three physical examination packages, including the package contents and prices, and to independently select or adjust the physical examination items in the physical examination package according to the matching results; The plan generation module is used to generate a physical examination plan for the person to be examined based on personal information, historical data and selected packages.

[0008] Furthermore, the physical examination notification unit includes: The review and confirmation module is used to review the generated physical examination plan based on the management personnel, and adjust the physical examination items in the reviewed physical examination plan based on the professional judgment of the doctor to ensure the accuracy and suitability of the plan; The appointment scheduling module is used to obtain the time and resource availability of each physical examination item in the physical examination plan, provide optional appointment times for the person to be examined, ensure the rationality of the time arrangement, and determine the appointment time of the physical examination plan according to the choice of the person to be examined; The time library construction module is used to record the time of each inspection item in detail, clarify the standard process and required time of each inspection item, and build the inspection item time library; The project sorting module is used to sort the projects according to their priorities, and plan the inspection route based on the inspection project time library and the inspection location of each physical examination project in the physical examination plan, adjust the order of each project and supplement the estimated time, and generate a physical examination schedule for the personnel to be examined; The multi-dimensional adjustment module is used to obtain the physical examination schedule of the person to be examined with the same appointment timestamp, including information such as physical examination items, appointment time, examination location, and allocation of medical staff, and perform multi-dimensional adjustments based on the estimated time of no less than one physical examination schedule of the person to be examined.

[0009] Furthermore, the multi-dimensional adjustment module performs multi-dimensional adjustment, specifically including: Analyze the physical examination schedule data to detect whether the estimated time of the examinees at the same examination location overlaps, whether the same service personnel is assigned to the physical examination schedules of different examinees at the same time, and identify whether there is a conflict based on the test results; If a time overlap conflict is detected, the estimated time of at least one person to be examined is adjusted, and the examination items within the corresponding estimated time are obtained, and the estimated time of the unexamined items after the examination item is adjusted accordingly; If a conflict of service personnel is detected, the estimated time of the service personnel or the person to be examined is reallocated.

[0010] Furthermore, the physical examination information sharing unit includes: The arrival record module is used to receive the arrival information of the admitted personnel for physical examination, determine the location of the personnel based on the navigation and positioning system, and record the arrival time of the personnel; The progress tracking module is used to update the physical examination progress of the examinee in real time, record the actual start and end time of each physical examination item and the physical examination results; The information sharing module is used to obtain the location information of the accompanying nurse in real time based on the navigation and positioning system, including the floor and specific location of the accompanying nurse, and share the location information of the accompanying nurse with the physical examination personnel based on the data sharing mechanism; The information sharing module is also used to determine the location information of the clinic floor corresponding to the physical examination item, including the specific location and floor distribution of the clinic, update the usage status of each clinic in real time, and share the real-time location information and usage status with the people to be examined.

[0011] Furthermore, the physical examination information sharing unit further includes: Physical examination progress analysis module, used for: Determine the actual location of the physical examinee based on the location information of the physical examinee, analyze the movement characteristics of the physical examinee, and establish the movement trajectory of the physical examinee; Determine the current physical examination item of the examinee according to the floor location information of the clinic corresponding to the physical examination item, and extract the timestamp of the current physical examination item; Compare the timestamp of the current physical examination item with the estimated time of the physical examination schedule of the person to be examined, and at the same time, match the movement trajectory of the physical examination person with the preset physical examination item path; Determine whether the comparison results are consistent, and determine whether the movement trajectory and physical examination items of the physical examination person are consistent with the preset physical examination item path. If not, an abnormal alarm will be issued to notify the medical staff. The medical staff will communicate with the physical examination person in a timely manner based on the alarm information to solve the problem.

[0012] Furthermore, the backend service subsystem includes: The data storage unit is used to collect and store data uploaded by the front-end management subsystem, including basic information, physical examination plan, physical examination schedule and real-time monitoring data of each examination department; A dynamic adjustment unit is used to collect satisfaction evaluation feedback data and real-time monitoring data of each inspection department, evaluate the physical examination plan based on the satisfaction evaluation data and the real-time monitoring data of each inspection department, and adjust the physical examination plan based on the evaluation results; The workload statistics unit is used to count the work data of medical staff and service personnel, count the number of completed physical examination items, and generate workload statistics reports for medical staff and service personnel.

[0013] Furthermore, the physical examination information sharing unit further includes: a guidance prompt module, which is used to provide guidance on physical examination items for the person to be examined, including: Obtain the progress information of the current physical examination item, and determine whether the current physical examination item is completed based on the progress information of the current physical examination item, and determine the current progress judgment result; According to the current progress judgment result, when the current physical examination item is completed, the physical examination plan is analyzed to see whether there is a next physical examination item in combination with the current physical examination item, and a preliminary analysis and judgment result is obtained; According to the preliminary analysis and judgment results, when there are next-level physical examination items, retrieve the hospital distribution information; Determine the corresponding clinic for the next physical examination item, obtain the target clinic for the next physical examination item, and determine the location information of the clinic building of the target clinic in the hospital distribution information according to the target clinic for the next physical examination item; The current location information of the examinee is combined with the location information of the target clinic's clinic building for relative location analysis, and the hospital distribution information is combined for guidance analysis to determine the moving path of the examinee for the next physical examination item; Provide guidance to the person to be examined according to the moving path for the next physical examination item.

[0014] Furthermore, the workload statistics unit counts the number of completed physical examination items, including: Analyze the physical examination items and determine the number of medical staff required for each item; Obtain the work data of medical staff, and divide the medical staff according to the physical examination items to obtain a set of medical data information of the physical examination items; In the medical examination item medical data information set, whether there are the same medical examination items being performed simultaneously is analyzed according to the work data of the medical staff, and the analysis and judgment results are obtained, and the data information set is divided into sub-element information sets according to the analysis and judgment results to obtain the medical examination item medical data information subset; According to the medical data information subset of the physical examination items, the work data of medical staff and the work data of service personnel are used to complete the data analysis of the physical examination items through the following formula:

[0015] In the above formula, For the The first in the medical data information collection of individual examination items The first subset of medical data information for individual examination items The work data of medical staff, For the The average physical examination time for each physical examination item, For the The number of medical staff required for a physical examination project, is the rounding function, For the The number of identical physical examinations performed simultaneously in a physical examination program; is the number of completed physical examination items, is the work data of the service personnel, P is the total number of physical examination items that all the personnel to be examined need to undergo, The number of physical examination items that each person to be examined needs to undergo. The overall completion progress of the physical examination project.

[0016] Compared with the prior art, the present invention has the following beneficial effects: By receiving the basic information of the people to be examined, establishing personal service files, determining the examination items, establishing examination plans, and combining the navigation and positioning system, real-time sharing of examination information is achieved. The people to be examined can understand their own examination progress and location information in real time, which improves the transparency and convenience of the examination. When the people to be examined deviate from the scheduled path or there is a problem with the examination progress, the medical staff can be notified in time to facilitate the rapid resolution of the problem. By collecting feedback data in real time, the needs and problems of the people to be examined can be responded to quickly, and the physical examination services are continuously optimized. The physical examination process is optimized, the user experience is improved, the optimal allocation of resources is achieved, and the work efficiency and service quality are improved. At the same time, it provides data-driven decision-making support for the management, enhances operational transparency, and reduces operational risks, thereby comprehensively improving the operational efficiency and service level of the physical examination institutions. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] Figure 1 This is a module diagram of the health check-up intelligent management system of the present invention. DETAILED DESCRIPTION

[0018] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0019] In order to solve the many problems in the health check-up process, such as inefficiency in the physical examination appointment, scheduling, and notification process, untimely sharing of physical examination information, resulting in poor patient physical examination experience, and technical problems that affect the accuracy of physical examination results, please refer to Figure 1 , this embodiment provides the following technical solutions: Health check-up intelligent management system, including: Front-end management subsystem, used to: Receive basic information of the person to be examined, including contact information, personal information, and type of medical services received, etc., establish a personal service file of the person to be examined based on the basic information, determine the examination items for the person to be examined, and establish a physical examination plan; The management personnel shall summarize and manage the personal service files of the persons to be examined, assign a physical examination plan to each person to be examined, obtain the real-time location data of the persons to be examined, and monitor the physical examination progress of each person to be examined; In this embodiment, the front-end management subsystem specifically includes a user mobile APP (used for making appointments, selecting packages, checking physical examination progress, etc.) and a duty room PC program (used for management personnel summary, monitoring physical examination progress, etc.), and the two exchange data through an encrypted communication protocol. The navigation and positioning function is integrated into the mobile APP to provide real-time navigation according to the location of the physical examination item; Backend service subsystem, used for: The data obtained by the front-end management subsystem is analyzed and stored, including basic information, established and assigned physical examination plans, physical examination schedules, and real-time monitoring of actual physical examination progress, etc. The establishment and allocation of physical examination plans are dynamically adjusted in combination with satisfaction evaluation feedback data to achieve automated scheduling time recording and workload statistics, including nurses' scheduling time and notification time.

[0020] Among them, the back-end service subsystem is deployed locally and is not connected to the external network to ensure data security. The server is responsible for data processing, storage and interaction with the front-end interface.

[0021] In this embodiment, by providing intelligent and standardized physical examination plans for multiple people, synthesizing the physical examination schedule of auxiliary diagnosis departments and relevant experts, and accurately notifying to ensure that auxiliary diagnosis departments and relevant experts are in place, and combining the navigation and positioning system, real-time sharing of physical examination information is achieved. Physical examination personnel can understand their physical examination progress and location information in real time through mobile APP, etc., which improves the transparency and convenience of physical examinations. When physical examination personnel deviate from the scheduled path or there is a problem with the physical examination progress, medical staff are notified in time to facilitate rapid problem solving. By collecting feedback data in real time, the needs and problems of physical examination personnel can be responded to quickly, and physical examination services are continuously optimized, the physical examination process is optimized, the user experience is improved, and resource optimization is achieved. Allocation, improve work efficiency and service quality, while providing data-driven decision support for management, enhancing operational transparency, and reducing operational risks, thereby comprehensively improving the operational efficiency and service level of physical examination institutions.

[0022] In this embodiment, the front-end management subsystem includes: The physical examination plan construction unit is used to establish a personal service file based on the basic information actively provided by the person to be examined, match the physical examination items based on the historical physical examination data of the person to be examined and the physical examination package selected by the person to be examined, and construct a corresponding physical examination plan for the person to be examined, including information such as generation time, physical examination items, and specific location of the physical examination institution, specifically including: The personal information entry module is used to receive the basic information of the person to be examined, such as name, age, gender, ID number, contact information, medical history, drug allergy history, etc., and to establish a personal service file; The historical data analysis module is used to extract the historical physical examination data of the examinee from the health examination database, and identify the high-risk factors, physical examination abnormalities and trend changes in the historical physical examination data; The package selection and matching module is used to match the physical examination packages according to the personal information and historical data analysis results, and to show the examinee at least three physical examination packages, including the package contents and prices, and to independently select or adjust the physical examination items in the physical examination package according to the matching results; The plan generation module is used to generate a physical examination plan for the person to be examined based on personal information, historical data and the selected package, including specific physical examination items, time, location, required service personnel, required preparations and other information; A physical examination notification unit is used to generate a physical examination schedule based on the physical examination plan, including information about accompanying nurses, auxiliary diagnosis departments and physical examination experts, and determine the appointment time of the physical examination plan, obtain the time library required for the physical examination items of the physical examination institution within the appointment time, and generate the estimated time of each physical examination item in the physical examination schedule to provide guarantee for accurate estimation of time, dynamic adjustment function, realize intelligent adjustment when tasks increase or decrease, and notify relevant personnel in real time; The physical examination information sharing unit is used to combine with the navigation and positioning system to record the arrival information and physical examination progress of the person to be examined. At the same time, it shares the location of the accompanying nurse and the floor of the clinic in real time to realize real-time sharing of physical examination progress data.

[0023] In this embodiment, a personalized physical examination plan is selected based on personal historical data and package selection to improve the pertinence and efficiency of the physical examination, and potential health risks are identified based on historical data, making the recommendation of physical examination packages more accurate, which is helpful for early prevention and intervention of diseases. At the same time, the person to be examined can adjust the physical examination items according to his or her own situation, making the physical examination process more humane, intelligent adjustment and real-time notification to ensure the smoothness of the physical examination process and the accuracy of time. Through real-time data sharing, the transparency of information in the physical examination process is improved, which makes it convenient for the person to be examined and the management personnel to understand the progress of the physical examination in real time, and optimizes the user's physical examination experience.

[0024] In this embodiment, the physical examination notification unit includes: The review and confirmation module is used to review the generated physical examination plan based on the management personnel, and adjust the physical examination items in the reviewed physical examination plan based on the professional judgment of the doctor to ensure the accuracy and suitability of the plan; The appointment scheduling module is used to obtain the time and resource availability of each physical examination item in the physical examination plan, provide optional appointment times for the person to be examined, ensure the rationality of the time arrangement, and determine the appointment time of the physical examination plan according to the choice of the person to be examined; The time library construction module is used to record the duration of each inspection item in detail, clarify the standard process and time required for each inspection item, and build a time library for inspection items, including preparation time, operation time, recovery time, etc. For example, MRI of the liver, gallbladder and pancreas takes 20 minutes, ultrasound of the urinary system takes 10 minutes, and the time interval between the first and second carbon 13 breath tests is 30 minutes, etc., to provide a guarantee for the system to accurately estimate the time and ensure that no errors occur; The project sorting module is used to sort the projects according to their priorities, and plan the inspection route based on the inspection project time library and the inspection location of each physical examination project in the physical examination plan, adjust the order of each project and supplement the estimated time, and generate a physical examination schedule for the personnel to be examined; The priority conditions for the projects are as follows: a. Fasting is preferred; b. Inspection projects on the same floor are "bundled" and moved to minimize the distance and improve the comfort of the experience; c. Special inspection sequence: for example, the two carbon 13 breath tests are both before the abdominal CT examination, and the abdominal MRI is before the abdominal CT examination, etc.; d. Special locations are given priority: for example, the imaging effect of MRI room No. 1 is better than that of room No. 2, so room No. 1 is preferred; priority sorting can effectively avoid the sequence errors caused by negligence, which may affect the inspection results and other adverse consequences; A multi-dimensional adjustment module is used to obtain the physical examination schedule of the person to be examined with the same appointment timestamp, including information such as physical examination items, appointment time, examination location, and allocation of medical staff, and to make multi-dimensional adjustments based on the estimated time of the physical examination schedule of at least one person to be examined; The multi-dimensional adjustment rules are as follows: a. Different examination subjects are examined at the same examination location and the time does not overlap; b. The same expert does not appear in the examination schedule of different patients at the same time; c. After adding more examination patients, the best route can be quickly found and adjusted as a whole, which improves the flexibility of the physical examination process and the ability to respond to emergencies; In this embodiment, the physical examination plan is adjusted through the review of management personnel and the professional judgment of doctors to ensure that the physical examination items meet the actual needs of the persons to be examined, avoid unnecessary examinations and omissions of important examinations, and provide reasonable appointment time options for the persons to be examined based on the time and resource availability of the physical examination items, thereby effectively reducing the waiting time during the physical examination and improving the efficiency of the physical examination process. The duration of each examination item is recorded in detail, providing accurate time estimates, and ensuring the orderly progress of the physical examination process.

[0025] In this embodiment, the physical examination information sharing unit includes: The arrival record module is used to receive the arrival information provided by the examinees through the mobile APP or other means, determine the location of the examinees based on the navigation and positioning system, and record the arrival time of the examinees; The progress tracking module is used to update the physical examination progress of the examinee in real time, including the completed physical examination items and the remaining physical examination items, and record the actual start and end time of each physical examination item and the physical examination results; The information sharing module is used to obtain the location information of the accompanying nurse in real time based on the navigation and positioning system, including the floor and specific location of the accompanying nurse, and share the location information of the accompanying nurse with the medical examiner based on the data sharing mechanism, so that the medical examiner can quickly find the accompanying nurse; The information sharing module is also used to determine the location information of the clinic floor corresponding to the physical examination items, including the specific location and floor distribution of the clinic, update the usage status of each clinic in real time, and share the real-time location information and usage status with the physical examination personnel; Physical examination progress analysis module, used for: Determine the actual location of the physical examinee based on the physical examinee's location information, analyze the physical examinee's movement characteristics, such as speed, direction, and dwell time, and establish the physical examinee's movement trajectory; Determine the current physical examination item of the examinee according to the floor location information of the clinic corresponding to the physical examination item, and extract the timestamp of the current physical examination item; Compare the timestamp of the current physical examination item with the estimated time in the physical examination schedule of the physical examination personnel, and at the same time, match the movement trajectory of the physical examination personnel with the preset physical examination item path; Determine whether the comparison results are consistent, and determine whether the movement trajectory and physical examination items of the physical examination person are consistent with the preset physical examination item path. If not, an abnormal alarm will be issued to notify the medical staff. The medical staff will communicate with the physical examination person in a timely manner based on the alarm information to solve the problem.

[0026] In this embodiment, by sharing information in real time, the physical examination institution can respond to the needs of the physical examinees more quickly, provide more considerate services, ensure that the physical examinees undergo the physical examinations according to the predetermined route and time, and reduce the uncertainty in the process. By real-time monitoring of the physical examination progress and usage status, the physical examination institution can allocate resources more effectively and reduce idle and wasted resources. The physical examinees can understand their physical examination progress and location information in real time through mobile APPs, etc., which improves the transparency and convenience of the physical examination. When the physical examinees deviate from the predetermined route or there is a problem with the physical examination progress, medical staff can be notified in time to facilitate quick resolution of the problem.

[0027] In this embodiment, the backend service subsystem includes: The data storage unit is used to collect and store data uploaded by the front-end management subsystem, including basic information, physical examination plans, physical examination schedules, and real-time monitoring data of each examination department. It uses a relational database or a NoSQL database to ensure high concurrent read and write performance and high reliability. A dynamic adjustment unit is used to collect satisfaction evaluation feedback data and real-time monitoring data of each examination department, evaluate the physical examination plan based on the satisfaction evaluation data and the real-time monitoring data of each examination department, and adjust the physical examination plan based on the evaluation results, including waiting interval adjustment, resource allocation, etc.; The workload statistics unit is used to count the work data of medical staff and service personnel, including indicators such as the number of completed projects and total time consumed, count the number of completed physical examination projects, and generate workload statistics reports for medical staff and service personnel.

[0028] In this embodiment, by collecting feedback data in real time and responding quickly to the needs and problems of physical examination personnel, physical examination services are continuously optimized, the physical examination process is optimized, the user experience is improved, resource optimization allocation is achieved, work efficiency and service quality are improved, and at the same time, data-driven decision support is provided to the management, operational transparency is enhanced, and operational risks are reduced, thereby comprehensively improving the operational efficiency and service level of physical examination institutions.

[0029] In this embodiment, the physical examination information sharing unit further includes: a guidance prompt module, which is used to provide guidance on physical examination items for the person to be examined, including: Obtain the progress information of the current physical examination item, and determine whether the current physical examination item is completed based on the progress information of the current physical examination item, and determine the current progress judgment result; According to the current progress judgment result, when the current physical examination item is completed, the physical examination plan is analyzed to see whether there is a next physical examination item in combination with the current physical examination item, and a preliminary analysis and judgment result is obtained; According to the preliminary analysis and judgment results, when there are next-level physical examination items, retrieve the hospital distribution information; Determine the corresponding clinic for the next physical examination item, obtain the target clinic for the next physical examination item, and determine the location information of the clinic building of the target clinic in the hospital distribution information according to the target clinic for the next physical examination item; The current location information of the examinee is combined with the location information of the target clinic's clinic building for relative location analysis, and the hospital distribution information is combined for guidance analysis to determine the moving path of the examinee for the next physical examination item; Provide guidance to the person to be examined according to the moving path for the next physical examination item.

[0030] The guidance and prompt module can guide the person to be examined according to the progress of the examination during the examination, providing convenience for the person to be examined. By combining the hospital distribution information, the clinic corresponding to the next physical examination item can be quickly locked, so that after the current physical examination item is completed, the person to be examined can be guided based on the location information of the clinic building of the target clinic, so that the person to be examined can quickly go to the next physical examination item for the next physical examination, reducing unnecessary waste of time and improving the experience of the person to be examined.

[0031] In this embodiment, the workload statistics unit counts the number of completed physical examination items, including: Analyze the physical examination items and determine the number of medical staff required for each item; Obtain the work data of medical staff, and divide the medical staff according to the physical examination items to obtain a set of medical data information of the physical examination items; In the medical examination item medical data information set, whether there are the same medical examination items being performed simultaneously is analyzed according to the work data of the medical staff, and the analysis and judgment results are obtained, and the data information set is divided into sub-element information sets according to the analysis and judgment results to obtain the medical examination item medical data information subset; According to the medical data information subset of the physical examination items, the work data of medical staff and the work data of service personnel are used to complete the data analysis of the physical examination items through the following formula:

[0032] In the above formula, For the The first in the medical data information collection of individual examination items The first subset of medical data information for individual examination items The work data of medical staff, For the The average physical examination time for each physical examination item, For the The number of medical staff required for a physical examination project, is the rounding function, For the The number of identical physical examinations performed simultaneously in a physical examination program; is the number of completed physical examination items, is the work data of the service personnel, P is the total number of physical examination items that all the personnel to be examined need to undergo, The number of physical examination items that each person to be examined needs to undergo. The overall completion progress of the physical examination project.

[0033] The above-mentioned technical scheme determines the number of medical staff required for the physical examination items and conducts simultaneous analysis and judgment of the same physical examination items, so that when counting the number of completed physical examination items, it can avoid the statistical deviation caused by the simultaneous execution of the same physical examination items and the cooperation of multiple medical staff to complete the same physical examination items, thereby improving the accuracy of the number of completed physical examination items. In addition, when analyzing the completion data of the physical examination items, the number of completed physical examination items, the total number of physical examination items that need to be performed by all persons to be examined, and the overall completion progress of the physical examination items are analyzed and calculated at the same time, which provides convenience for generating workload statistical reports for medical staff and service personnel, so that the workload statistical reports for medical staff and service personnel can be generated directly based on the analysis data, thereby improving the efficiency of generating workload statistical reports for medical staff and service personnel.

[0034] The above description is only a preferred specific implementation manner of the present invention, but the protection scope of the present invention is not limited thereto. Any technician familiar with the technical field can make equivalent replacements or changes according to the technical scheme and inventive concept of the present invention within the technical scope disclosed by the present invention, which should be covered by the protection scope of the present invention.

Claims

1. The intelligent health check-up management system is characterized by: include: Front-end management subsystem, used to: Receive basic information of the person to be examined, establish a personal service file of the person to be examined based on the basic information, determine the physical examination items of the person to be examined, and establish a physical examination plan; The management personnel shall summarize and manage the personal service files of the persons to be examined, assign a physical examination plan to each person to be examined, obtain the real-time location data of the persons to be examined, and monitor the physical examination progress of each person to be examined; Backend service subsystem, used for: Analyze and store the data obtained by the front-end management subsystem, and dynamically adjust the establishment and allocation of physical examination plans based on satisfaction evaluation feedback data.

2. The intelligent health checkup management system according to claim 1, characterized in that: Front-end management subsystem, including: A physical examination plan building unit, used to establish a personal service file based on the basic information actively provided by the person to be examined, match physical examination items based on the historical physical examination data of the person to be examined and the physical examination package selected by the person to be examined, and build a corresponding physical examination plan for the person to be examined; A physical examination notification unit, used to generate a physical examination schedule based on the physical examination plan, determine the appointment time of the physical examination plan, obtain the time library required for the physical examination items within the appointment time, and generate an estimated time for each physical examination item in the physical examination schedule; The physical examination information sharing unit is used to combine with the navigation and positioning system to record the arrival information and physical examination progress of the people to be examined. At the same time, it shares the location of the accompanying nurse and the floor of the clinic in real time.

3. The intelligent health check management system according to claim 2, characterized in that: The physical examination plan building unit includes: The personal information entry module is used to receive the basic information of the person to be examined and establish a personal service file; The historical data analysis module is used to extract the historical physical examination data of the examinees from the health examination database, and identify the high-risk factors, physical examination abnormalities and trend changes in the historical physical examination data; The package selection and matching module is used to match the physical examination packages according to the personal information and historical data analysis results, present no less than three physical examination packages to the person to be examined, and independently select or adjust the physical examination items in the physical examination package according to the matching results; The plan generation module is used to generate a physical examination plan for the person to be examined based on personal information, historical data and the selected physical examination package.

4. The intelligent health check management system according to claim 3, characterized in that: Physical examination notification unit, including: The review and confirmation module is used to review the generated physical examination plan based on the management personnel, and adjust the physical examination items in the reviewed physical examination plan based on the professional judgment of the doctor; The appointment scheduling module is used to obtain the time and resource availability of each physical examination item in the physical examination plan, provide optional appointment times for the person to be examined, and determine the appointment time of the physical examination plan according to the selection of the person to be examined; The time library construction module is used to record the time of each inspection item in detail, clarify the standard process and required time of each inspection item, and build the inspection item time library; The project sorting module is used to sort the projects according to their priorities, and plan the inspection route based on the inspection project time library and the inspection location of each physical examination project in the physical examination plan, adjust the order of each project and supplement the estimated time, and generate a physical examination schedule for the personnel to be examined; The multi-dimensional adjustment module is used to obtain the physical examination schedule of the person to be examined with the same appointment timestamp, and perform multi-dimensional adjustment based on the estimated time of no less than one physical examination schedule of the person to be examined.

5. The intelligent health checkup management system according to claim 4, characterized in that: The multi-dimensional adjustment module performs multi-dimensional adjustments, including: Analyze the physical examination schedule data to detect whether the estimated time of the examinees at the same examination location overlaps, whether the same service personnel is assigned to the physical examination schedules of different examinees at the same time, and identify whether there is a conflict based on the test results; If a time conflict is detected, the estimated time of at least one person to be examined is adjusted, and the examination items within the corresponding estimated time are obtained, and the estimated time of the unexamined items after the examination items is adjusted accordingly; If a conflict of service personnel is detected, the estimated time of the service personnel or the person to be examined is reallocated.

6. The intelligent health checkup management system according to claim 5, characterized in that: Physical examination information sharing unit, including: The arrival record module is used to receive the arrival information of the admitted personnel for physical examination, determine the location of the personnel based on the navigation and positioning system, and record the arrival time of the personnel; The progress tracking module is used to update the physical examination progress of the examinee in real time, record the actual start and end time of each physical examination item and the physical examination results; An information sharing module is used to obtain the location information of the accompanying nurse in real time based on the navigation and positioning system, and share the location information of the accompanying nurse with the physical examination personnel based on the data sharing mechanism; The information sharing module is also used to determine the location information of the clinic floor corresponding to the physical examination item, update the usage status of each clinic in real time, and share the real-time location information and usage status with the person to be examined.

7. The intelligent health checkup management system according to claim 6, characterized in that: The physical examination information sharing unit also includes: Physical examination progress analysis module, used for: Determine the actual location of the physical examinee based on the location information of the physical examinee, analyze the movement characteristics of the physical examinee, and establish the movement trajectory of the physical examinee; Determine the current physical examination item of the examinee according to the floor location information of the clinic corresponding to the physical examination item, and extract the timestamp of the current physical examination item; Compare the timestamp of the current physical examination item with the estimated time of the physical examination schedule of the person to be examined, and at the same time, match the movement trajectory of the physical examination person with the preset physical examination item path; Determine whether the comparison results are consistent, and determine whether the movement trajectory and physical examination items of the physical examination personnel are consistent with the preset physical examination item path. If not, an abnormal alarm is issued to notify the medical staff.

8. The intelligent health checkup management system according to claim 7, characterized in that: Backend service subsystem, including: The data storage unit is used to collect and store data uploaded by the front-end management subsystem, including basic information, physical examination plan, physical examination schedule and real-time monitoring data of each examination department; A dynamic adjustment unit is used to collect satisfaction evaluation feedback data and real-time monitoring data of each inspection department, evaluate the physical examination plan based on the satisfaction evaluation data and the real-time monitoring data of each inspection department, and adjust the physical examination plan based on the evaluation results; The workload statistics unit is used to count the work data of medical staff and service personnel, count the number of completed physical examination items, and generate workload statistics reports for medical staff and service personnel.

9. The intelligent health checkup management system according to claim 6, characterized in that: The physical examination information sharing unit also includes: a guidance prompt module, which is used to provide guidance on physical examination items for the person to be examined, including: Obtain the progress information of the current physical examination item, and determine whether the current physical examination item is completed based on the progress information of the current physical examination item, and determine the current progress judgment result; According to the current progress judgment result, when the current physical examination item is completed, the physical examination plan is analyzed to see whether there is a next physical examination item in combination with the current physical examination item, and a preliminary analysis and judgment result is obtained; According to the preliminary analysis and judgment results, when there are next-level physical examination items, retrieve the hospital distribution information; Determine the corresponding clinic for the next physical examination item, obtain the target clinic for the next physical examination item, and determine the location information of the clinic building of the target clinic in the hospital distribution information according to the target clinic for the next physical examination item; The current location information of the examinee is combined with the location information of the target clinic's clinic building for relative location analysis, and the hospital distribution information is combined for guidance analysis to determine the moving path of the examinee for the next physical examination item; Provide guidance to the person to be examined according to the moving path for the next physical examination item.

10. The intelligent health checkup management system according to claim 9, characterized in that: The workload statistics unit counts the number of completed physical examination items, including: Analyze the physical examination items and determine the number of medical staff required for each item; Obtain the work data of medical staff, and divide the medical staff according to the physical examination items to obtain a set of medical data information of the physical examination items; In the medical examination item medical data information set, whether there are the same medical examination items being performed simultaneously is analyzed according to the work data of the medical staff, and the analysis and judgment results are obtained, and the data information set is divided into sub-element information sets according to the analysis and judgment results to obtain the medical examination item medical data information subset; According to the medical data information subset of the physical examination items, the work data of medical staff and the work data of service personnel are used to complete the data analysis of the physical examination items through the following formula: In the above formula, For the The first in the medical data information collection of individual examination items The first subset of medical data information for individual examination items The work data of medical staff, For the The average physical examination time for each physical examination item, For the The number of medical staff required for a physical examination project, is the rounding function, For the The number of identical physical examinations performed simultaneously in a physical examination program; is the number of completed physical examination items, is the work data of the service personnel, P is the total number of physical examination items that all the personnel to be examined need to undergo, The number of physical examination items that each person to be examined needs to undergo. The overall completion progress of the physical examination project.

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