Hospital data management system and method

Abstract

The invention discloses a hospital data management system and method, and belongs to the technical field of the medical informatics field, and the method comprises the steps: building a database, collecting hospital basic data and hospital associated data, setting an evaluation index, evaluating the hospital associated data stored in the database according to the evaluation index, and storing the evaluation index in the database. Calculating the proportion of the evaluation value of each item of screened hospital associated data to the total quantity of the corresponding item of hospital associated data, adjusting the evaluation index according to the calculated proportion, generating a risk evaluation model according to the adjusted evaluation index, inputting new hospital associated data into the risk evaluation model, and calculating the risk of the hospital associated data according to the risk evaluation model. The risk assessment model outputs the assessment value of each hospital associated data, and a hospital risk assessment sheet is generated. The hospital data can be quickly sorted, and hospital data assessment is assisted.

Description

Technical Field

[0001] The present invention relates to the field of medical informatics, and in particular to a hospital data management system and method. Background Art

[0002] With the rapid development of information technology, the level of informatization in the medical industry has been significantly improved, and a large amount of data on medical services and management activities has been electronically recorded. Hospital data is complex and highly professional, so when making hospital operation decisions, leaders still rely on manual evaluation of the collected hospital data before making decisions.

[0003] The above-mentioned existing technical solutions have the following defects: due to the huge volume of hospital data, leaders need to spend a lot of time in conducting evaluations. Summary of the invention

[0004] In order to reduce the time consumed in hospital data evaluation, the present application provides a hospital data management system and method.

[0005] On the one hand, a hospital data management method provided by the present application adopts the following technical solution: A hospital data management method comprises the following steps: Establish a database and collect basic hospital data and hospital-related data, including multiple hospital asset information and hospital survey information; Set evaluation indicators based on each hospital's asset information and hospital survey information; The hospital-related data stored in the database are evaluated according to the evaluation index, the hospital-related data that meets the evaluation criteria are selected, each selected hospital-related data is used as the evaluation value of the hospital-related data, and the ratio of the evaluation value of each screened hospital-related data to the total number of hospital-related data of the corresponding item is calculated; The evaluation indicators are adjusted according to the calculated ratio; Generate a risk assessment model based on the adjusted assessment indicators; After receiving the new hospital-related data, the new hospital-related data is input into the risk assessment model. The risk assessment model outputs the assessment value of each hospital-related data, and all the assessment values ​​are associated with each corresponding hospital-related data to generate a hospital risk assessment table, and the hospital basic data is added to the hospital risk assessment table.

[0006] By adopting the above solution, users can quickly determine the evaluation indicators through the system. The system can organize and convert the data input each time into a hospital risk assessment form based on the set evaluation indicators. Users can quickly understand the data scores of the hospital through the hospital risk assessment form, thereby facilitating users to manage the hospital.

[0007] Preferably, the step of "adjusting the evaluation index according to the calculated ratio" further includes: Generating a test evaluation ratio view according to the calculated ratio; The database stores historical hospital risk assessment tables; Read the assessment values ​​in each historical risk assessment table and calculate the ratio of each assessment value to the total number of hospital-related data of the corresponding item, and sort out the calculated ratios corresponding to each historical risk assessment table to generate a comparative assessment ratio view; The proportion of each same item on the test evaluation proportion view is overlapped and compared with that on the comparison evaluation proportion view, and the evaluation indicator is modified according to the received instruction.

[0008] By adopting the above solution, the system can generate evaluation indicators based on the historical hospital risk assessment table that was previously manually created, and then the user can adjust it, which can further effectively reduce the user's workload.

[0009] Preferably, the step of "after receiving the new hospital-related data, inputting the new hospital-related data into the risk assessment model, and the risk assessment model outputting the assessment value of each item of hospital-related data" includes: Hospital asset information includes hospital size, financial data, medical staff data, and medical equipment data; hospital survey information includes patient satisfaction survey data and training data; The evaluation indicators corresponding to each item of hospital asset information or hospital survey information include a scoring system and evaluation criteria; The risk assessment model converts hospital size and medical equipment data into medical equipment scores, the risk assessment model converts financial data into financial data scores, the risk assessment model converts medical staff data into medical staff scores, the risk assessment model converts patient satisfaction survey data into patient satisfaction scores, and the risk assessment model converts training data into training scores; The medical equipment scores, financial data scores, medical staff scores, patient satisfaction scores and training scores are compared with the corresponding evaluation standards, and the hospital-related data that exceeds the corresponding evaluation standards is used as the evaluation value of the hospital-related data.

[0010] By adopting the above solution, the system sets up risk assessment models based on the hospital's various data to ensure accurate calculation results.

[0011] Preferably, the method further comprises the following steps: There are preset equipment scoring tables, personnel scoring tables and training scoring tables. The equipment scoring table includes scores corresponding to various equipment and scores corresponding to scales. The personnel scoring table includes scores corresponding to various job levels. The training scoring table includes scores per unit time corresponding to various training projects. The risk assessment model selects the scores corresponding to the hospital size and medical equipment data according to the equipment scoring table and adds them together to obtain the medical equipment score; The risk assessment model generates a financial data curve graph based on the financial data, and calculates the financial data score based on the slope change of the financial data curve graph; The risk assessment model selects the scores corresponding to the medical staff data according to the personnel scoring table and adds them up to obtain the medical staff scores; The risk assessment model calculates the average of all patient satisfaction survey data and calculates the patient satisfaction score based on the average; The risk assessment model calculates the scores corresponding to the training data according to the training score table and adds them up to obtain the training score.

[0012] By adopting the above scheme, the risk assessment module uses different scoring methods for different hospital data according to the characteristics of each hospital data, further improving the accuracy of the results.

[0013] Preferably, the method further comprises the following steps: Basic hospital information includes hospital name, hospital category, and regional characteristics of the hospital; Associate the risk assessment model with the hospital risk assessment table and set the number of queries; The database receives and stores the risk assessment model and hospital risk assessment table input from the outside; Searching for hospital risk assessment tables that are closest to the basic hospital information of the hospital and whose number is equal to the number of queries in the received hospital risk assessment tables, and obtaining a corresponding risk assessment model according to the hospital risk assessment tables that are found; The acquired risk assessment model is converted into an evaluation index, and all the converted evaluation indexes are averaged to obtain the evaluation index for testing; When it is necessary to set evaluation indicators based on each item of hospital asset information and hospital survey information, first substitute the test evaluation indicators.

[0014] By adopting the above solution, if the hospital risk assessment form has not been manually established before, the system can also download the public risk assessment model and hospital risk assessment form from the cloud, and then select data based on the similarity with various situations in the hospital to generate evaluation indicators, thereby reducing the user's operation workload.

[0015] On the other hand, the hospital data management system provided by the present application adopts the following technical solution: A hospital data management system, comprising a data storage module, an indicator estimation module, an evaluation adjustment module, a model generation module, and a risk assessment module; The data storage module receives and stores hospital basic data and hospital related data, the hospital related data includes multiple hospital asset information and hospital survey information, and when the data storage module receives new hospital related data, it transmits the new hospital related data to the risk assessment module; The index estimation module calls and displays the hospital-related data stored in the data storage module, sets the evaluation index according to the received instructions, and transmits the evaluation index to the evaluation adjustment module; The evaluation adjustment module calls the hospital-related data stored in the data storage module, evaluates the hospital-related data according to the evaluation index, selects the hospital-related data that meets the evaluation criteria, uses each selected hospital-related data as the evaluation value of the hospital-related data, calculates the ratio of the evaluation value of each screened hospital-related data to the total number of hospital-related data of the corresponding item, adjusts the evaluation index according to the calculated ratio, and transmits the adjusted evaluation index to the model generation module; The model generation module generates a risk assessment model according to the adjusted assessment index and transmits the risk assessment model to the data storage module; The risk assessment module inputs the hospital-related data into the risk assessment model, the risk assessment model outputs the assessment value of each hospital-related data, and associates all the assessment values ​​with each corresponding hospital-related data to generate a hospital risk assessment table, adds the hospital basic data to the hospital risk assessment table, and outputs the hospital risk assessment table.

[0016] By adopting the above solution, users can quickly determine the evaluation indicators through the system. The system can organize and convert the data input each time into a hospital risk assessment form based on the set evaluation indicators. Users can quickly understand the data scores of the hospital through the hospital risk assessment form, thereby facilitating users to manage the hospital.

[0017] Preferably, the data storage module also stores a historical hospital risk assessment table; The assessment adjustment module generates a test assessment ratio view based on the calculated ratio, reads the assessment values ​​in each historical risk assessment table and calculates the ratio of each assessment value to the total number of hospital-related data of the corresponding item, organizes the calculated ratio corresponding to each historical risk assessment table to generate a comparative assessment ratio view, overlaps and compares the test assessment ratio view with the ratio of each identical item on the comparative assessment ratio view, and modifies the assessment indicators according to the received instructions.

[0018] By adopting the above solution, the system can generate evaluation indicators based on the historical hospital risk assessment table that was previously manually created, and then the user can adjust it, which can further effectively reduce the user's workload.

[0019] Preferably, the hospital asset information includes hospital size, financial data, medical staff data, and medical equipment data; the hospital survey information includes patient satisfaction survey data and training data; and the evaluation indicators corresponding to each item of hospital asset information or hospital survey information include a scoring system and evaluation criteria; After the risk assessment module inputs the hospital-related data into the risk assessment model, the risk assessment model converts the hospital size and medical equipment data into medical equipment scores, the risk assessment model converts the financial data into financial data scores, the risk assessment model converts the medical staff data into medical staff scores, the risk assessment model converts the patient satisfaction survey data into patient satisfaction scores, the risk assessment model converts the training data into training scores, compares the medical equipment scores, financial data scores, medical staff scores, patient satisfaction scores and training scores with the corresponding assessment standards, and uses the hospital-related data that exceeds the corresponding assessment standards as the assessment value of the hospital-related data.

[0020] By adopting the above solution, the system sets up risk assessment models based on the hospital's various data to ensure accurate calculation results.

[0021] Preferably, the data storage module is preset with an equipment scoring table, a personnel scoring table and a training scoring table, the equipment scoring table includes scores corresponding to various equipment and scores corresponding to scales, the personnel scoring table includes scores corresponding to various ranks of personnel, and the training scoring table includes scores per unit time corresponding to various training projects; The risk assessment module calls the information stored in the data storage module. The risk assessment model selects the scores corresponding to the hospital scale and medical equipment data according to the equipment scoring table and adds them up to obtain the medical equipment score. The risk assessment model generates a financial data curve chart based on the financial data, and calculates the financial data score according to the slope change of the financial data curve chart. The risk assessment model selects the scores corresponding to the medical staff data according to the personnel scoring table and adds them up to obtain the medical staff score. The risk assessment model calculates the average value of all patient satisfaction survey data, and calculates the patient satisfaction score based on the average value. The risk assessment model calculates the scores corresponding to the training data according to the training scoring table and adds them up to obtain the training score.

[0022] By adopting the above scheme, the risk assessment module uses different scoring methods for different hospital data according to the characteristics of each hospital data, further improving the accuracy of the results.

[0023] Preferably, the basic hospital data includes the hospital name, hospital category, and regional characteristics of the hospital; The risk assessment module associates the risk assessment model with the hospital risk assessment table and transmits the result to the data storage module; The data storage module receives and stores the risk assessment model and hospital risk assessment table input from the outside; The indicator estimation module is preset with a query number. The indicator estimation module calls the data stored in the data storage module, searches for hospital risk assessment tables that are closest to the basic hospital information of this hospital and whose number is equal to the query number in the received hospital risk assessment tables, obtains the corresponding risk assessment model based on the found hospital risk assessment tables, converts the obtained risk assessment model into an evaluation indicator, averages all the converted evaluation indicators to obtain a test evaluation indicator, and when it is necessary to set the evaluation indicator based on each hospital asset information and hospital survey information, first transmits the test evaluation indicator to the evaluation adjustment module.

[0024] By adopting the above solution, if the hospital risk assessment form has not been manually established before, the system can also download the public risk assessment model and hospital risk assessment form from the cloud, and then select data based on the similarity with various situations in the hospital to generate evaluation indicators, thereby reducing the user's operation workload.

[0025] In summary, the present invention has the following beneficial effects: 1. The system can organize and convert each input data into a hospital risk assessment form based on the set evaluation indicators. Users can quickly understand the hospital's data scores through the hospital risk assessment form, making it easier for users to manage the hospital. BRIEF DESCRIPTION OF THE DRAWINGS

[0026] Figure 1 It is an overall system block diagram of the second embodiment of the present application.

[0027] Description of reference numerals: 1. Data storage module; 2. Index estimation module; 3. Evaluation and adjustment module; 4. Model generation module; 5. Risk assessment module. DETAILED DESCRIPTION

[0028] Embodiment 1: This embodiment of the present application discloses a hospital data management method, and the specific steps are as follows: S100. Establish a database and collect basic hospital data and hospital-related data. Hospital-related data includes multiple hospital asset information and hospital survey information. Hospital asset information includes hospital size, financial data, medical staff data, and medical equipment data. Hospital survey information includes patient satisfaction survey data and training data. The evaluation indicators corresponding to each hospital asset information or hospital survey information include a scoring system and evaluation criteria. Hospital basic information includes hospital name, hospital category, and regional characteristics of the hospital. The database stores historical hospital risk assessment tables.

[0029] S101. An equipment scoring table, a personnel scoring table and a training scoring table are preset. The equipment scoring table includes scores corresponding to various equipment and scores corresponding to scales. The personnel scoring table includes scores corresponding to various job levels of personnel. The training scoring table includes scores per unit time corresponding to various training programs.

[0030] S102. Set evaluation indicators based on each hospital asset information and hospital survey information.

[0031] S103, associating the risk assessment model with the hospital risk assessment table, and setting the number of queries.

[0032] S200. Evaluate the hospital-related data stored in the database according to the evaluation indicators, select the hospital-related data that meets the evaluation criteria, use each selected hospital-related data as the evaluation value of the hospital-related data, and calculate the ratio of the evaluation value of each screened hospital-related data to the total number of hospital-related data of the corresponding item.

[0033] S201. Generate a test evaluation ratio view based on the calculated ratio.

[0034] S202, reading the assessment values ​​in each historical risk assessment table and calculating the ratio of each assessment value to the total number of hospital-related data of the corresponding item, and arranging the calculated ratios corresponding to each historical risk assessment table to generate a comparative assessment ratio view.

[0035] S203 , overlapping and comparing the proportion of each identical item on the test evaluation proportion view and the comparison evaluation proportion view, and modifying the evaluation index according to the received instruction.

[0036] S300. Searching for hospital risk assessment tables that are closest to the basic hospital information of the hospital and whose number is equal to the number of queries in the received hospital risk assessment tables, and obtaining a corresponding risk assessment model based on the searched hospital risk assessment tables.

[0037] S301, converting the acquired risk assessment model into an assessment index, and averaging all the converted assessment indexes to obtain an assessment index for testing.

[0038] S302. When it is necessary to set evaluation indicators based on each item of hospital asset information and hospital survey information, first substitute the test evaluation indicators.

[0039] S400. Generate a risk assessment model based on the adjusted assessment indicators.

[0040] S500. The risk assessment model converts hospital size and medical equipment data into medical equipment scores. The risk assessment model converts financial data into financial data scores. The risk assessment model converts medical staff data into medical staff scores. The risk assessment model converts patient satisfaction survey data into patient satisfaction scores. The risk assessment model converts training data into training scores.

[0041] S501. The risk assessment model selects scores corresponding to hospital size and medical equipment data according to the equipment scoring table and adds them up to obtain a medical equipment score.

[0042] S502. The risk assessment model generates a financial data curve graph based on the financial data, and calculates the financial data score based on the slope change of the financial data curve graph.

[0043] S503. The risk assessment model selects the scores corresponding to the medical staff data according to the personnel scoring table and adds them up to obtain the medical staff scores.

[0044] S504. The risk assessment model calculates the average value of all patient satisfaction survey data, and calculates the patient satisfaction score based on the average value.

[0045] S505. The risk assessment model calculates the scores corresponding to the training data according to the training score table and adds them up to obtain the training score.

[0046] S600, comparing the medical equipment scores, financial data scores, medical staff scores, patient satisfaction scores and training scores with the corresponding evaluation standards, and using the hospital-related data that exceeds the corresponding evaluation standards as the evaluation value of the hospital-related data.

[0047] S601. Associate all evaluation values ​​with each corresponding hospital-related data and generate a hospital risk assessment table, and add the hospital basic data to the hospital risk assessment table.

[0048] The implementation principle of a hospital data management system and method in an embodiment of the present application is as follows: users can quickly determine evaluation indicators through the system, and the system can organize and convert the data input each time into a hospital risk assessment table according to the set evaluation indicators. Users can quickly understand the data scores of the hospital through the hospital risk assessment table, thereby facilitating users to manage the hospital.

[0049] Embodiment 2: This embodiment of the present application discloses a hospital data management system, such as Figure 1 As shown, it includes a data storage module 1, an indicator estimation module 2, an evaluation and adjustment module 3, a model generation module 4 and a risk assessment module 5.

[0050] like Figure 1As shown, the data storage module 1 receives and stores hospital basic data, hospital related data, and historical hospital risk assessment tables. The hospital related data includes multiple hospital asset information and hospital survey information. When the data storage module 1 receives new hospital related data, it transmits the new hospital related data to the risk assessment module 5. The hospital basic data includes the hospital name, hospital category, and the characteristics of the area where the hospital is located. The hospital asset information includes the hospital scale, financial data, medical staff data, and medical equipment data. The hospital survey information includes patient satisfaction survey data and training data. The evaluation indicators corresponding to each hospital asset information or hospital survey information include a scoring system and evaluation criteria. The data storage module 1 is preset with an equipment scoring table, a personnel scoring table, and a training scoring table. The equipment scoring table includes scores corresponding to multiple equipment and scores corresponding to scales. The personnel scoring table includes scores corresponding to multiple ranks of personnel. The training scoring table includes scores per unit of time corresponding to multiple training projects. The data storage module 1 receives and stores risk assessment models and hospital risk assessment tables input from the outside.

[0051] like Figure 1 As shown, the index estimation module 2 calls the hospital-related data stored in the data storage module 1 and displays it, sets the evaluation index according to the received instruction, and transmits the evaluation index to the evaluation adjustment module 3. The index estimation module 2 is preset with the number of queries. The index estimation module 2 calls the data stored in the data storage module 1, searches for the hospital risk assessment table that is closest to the basic hospital information of this hospital and has a number equal to the number of queries in the received hospital risk assessment table, obtains the corresponding risk assessment model according to the hospital risk assessment table found, converts the obtained risk assessment model into an evaluation index, averages all the converted evaluation indicators to obtain the test evaluation index, and when it is necessary to set the evaluation index according to each hospital asset information and hospital survey information, first transmit the test evaluation index to the evaluation adjustment module 3. If the hospital risk assessment table has not been manually established before, the system can also download the public risk assessment model and hospital risk assessment table from the cloud, and then select data to generate evaluation indicators according to the similarity with various situations of this hospital, so as to reduce the user's operation.

[0052] like Figure 1As shown, the evaluation adjustment module 3 calls the hospital-related data stored in the data storage module 1, evaluates the hospital-related data according to the evaluation index, selects the hospital-related data that meets the evaluation criteria, uses each selected hospital-related data as the evaluation value of the hospital-related data, calculates the ratio of the evaluation value of each screened hospital-related data to the total number of hospital-related data of the corresponding item, adjusts the evaluation index according to the calculated ratio, and transmits the adjusted evaluation index to the model generation module 4. The evaluation adjustment module 3 generates a test evaluation ratio view according to the calculated ratio, reads the evaluation value in each historical risk assessment table and calculates the ratio of each evaluation value to the total number of hospital-related data of the corresponding item, and generates a comparison evaluation ratio view by arranging the calculated ratio corresponding to each historical risk assessment table, overlaps and compares the ratio of each same item on the test evaluation ratio view and the comparison evaluation ratio view, and modifies the evaluation index according to the received instruction. The system can generate evaluation indicators based on the historical hospital risk assessment table manually made before, and then the user can adjust it, which can further effectively reduce the workload of the user.

[0053] like Figure 1 As shown, the model generation module 4 generates a risk assessment model according to the adjusted assessment indicators, and transmits the risk assessment model 5 to the data storage module 1.

[0054] like Figure 1As shown, the risk assessment module 5 inputs the hospital-related data into the risk assessment model, and the risk assessment model outputs the assessment value of each item of hospital-related data. After the risk assessment module 5 inputs the hospital-related data into the risk assessment model, the risk assessment model converts the hospital scale and medical equipment data into medical equipment scores, the risk assessment model converts the financial data into financial data scores, the risk assessment model converts the medical staff data into medical staff scores, the risk assessment model converts the patient satisfaction survey data into patient satisfaction scores, the risk assessment model converts the training data into training scores, and compares the medical equipment scores, financial data scores, medical staff scores, patient satisfaction scores, and training scores with the corresponding assessment standards, and uses the hospital-related data that exceeds the corresponding assessment standards as the assessment value of the hospital-related data. The risk assessment module 5 calls the information stored in the data storage module 1. The risk assessment model selects the scores corresponding to the hospital scale and medical equipment data according to the equipment scoring table and adds them up to obtain the medical equipment score. The risk assessment model generates a financial data curve chart based on the financial data and calculates the financial data score according to the slope change of the financial data curve chart. The risk assessment model selects the scores corresponding to the medical staff data according to the personnel scoring table and adds them up to obtain the medical staff score. The risk assessment model calculates the average value of all patient satisfaction survey data and calculates the patient satisfaction score according to the average value. The risk assessment model calculates the scores corresponding to the training data according to the training scoring table and adds them up to obtain the training score. The risk assessment module 5 uses different scoring methods for different hospital data according to the characteristics of each hospital data, which further improves the accuracy of the results.

[0055] like Figure 1 As shown, the risk assessment module 5 associates all assessment values ​​with each corresponding hospital-related data and generates a hospital risk assessment table, adds the hospital basic data to the hospital risk assessment table, and outputs the hospital risk assessment table.

[0056] The embodiments of this specific implementation method are all preferred embodiments of the present invention, and are not intended to limit the protection scope of the present invention. Therefore, any equivalent changes made based on the structure, shape, and principle of the present invention should be included in the protection scope of the present invention.

Claims

1. A hospital data management method, characterized in that: The following steps are involved: Establish a database and collect basic hospital data and hospital-related data, including multiple hospital asset information and hospital survey information; Set evaluation indicators based on each hospital's asset information and hospital survey information; The hospital-related data stored in the database are evaluated according to the evaluation index, the hospital-related data that meets the evaluation criteria are selected, each selected hospital-related data is used as the evaluation value of the hospital-related data, and the ratio of the evaluation value of each screened hospital-related data to the total number of hospital-related data of the corresponding item is calculated; The evaluation indicators are adjusted according to the calculated ratio; Generate a risk assessment model based on the adjusted assessment indicators; After receiving the new hospital-related data, the new hospital-related data is input into the risk assessment model. The risk assessment model outputs the assessment value of each hospital-related data, and all the assessment values ​​are associated with each corresponding hospital-related data to generate a hospital risk assessment table, and the hospital basic data is added to the hospital risk assessment table.

2. A hospital data management method according to claim 1, characterized in that: The step of "adjusting the evaluation index according to the calculated ratio" also includes: Generating a test evaluation ratio view according to the calculated ratio; The database stores historical hospital risk assessment tables; Read the assessment values ​​in each historical risk assessment table and calculate the ratio of each assessment value to the total number of hospital-related data of the corresponding item, and sort out the calculated ratios corresponding to each historical risk assessment table to generate a comparative assessment ratio view; The proportion of each same item on the test evaluation proportion view is overlapped and compared with that on the comparison evaluation proportion view, and the evaluation indicator is modified according to the received instruction.

3. A hospital data management method according to claim 1, characterized in that: The step of "after receiving new hospital-related data, inputting the new hospital-related data into the risk assessment model, and the risk assessment model outputting the assessment value of each item of hospital-related data" includes: Hospital asset information includes hospital size, financial data, medical staff data, and medical equipment data; hospital survey information includes patient satisfaction survey data and training data; The evaluation indicators corresponding to each item of hospital asset information or hospital survey information include a scoring system and evaluation criteria; The risk assessment model converts hospital size and medical equipment data into medical equipment scores, the risk assessment model converts financial data into financial data scores, the risk assessment model converts medical staff data into medical staff scores, the risk assessment model converts patient satisfaction survey data into patient satisfaction scores, and the risk assessment model converts training data into training scores; The medical equipment scores, financial data scores, medical staff scores, patient satisfaction scores and training scores are compared with the corresponding evaluation standards, and the hospital-related data that exceeds the corresponding evaluation standards is used as the evaluation value of the hospital-related data.

4. A hospital data management method according to claim 3, characterized in that: The following steps are also included: There are preset equipment scoring tables, personnel scoring tables and training scoring tables. The equipment scoring table includes scores corresponding to various equipment and scores corresponding to scales. The personnel scoring table includes scores corresponding to various job levels. The training scoring table includes scores per unit time corresponding to various training projects. The risk assessment model selects the scores corresponding to the hospital size and medical equipment data according to the equipment scoring table and adds them together to obtain the medical equipment score; The risk assessment model generates a financial data curve graph based on the financial data, and calculates the financial data score based on the slope change of the financial data curve graph; The risk assessment model selects the scores corresponding to the medical staff data according to the personnel scoring table and adds them up to obtain the medical staff scores; The risk assessment model calculates the average of all patient satisfaction survey data and calculates the patient satisfaction score based on the average; The risk assessment model calculates the scores corresponding to the training data according to the training score table and adds them up to obtain the training score.

5. A hospital data management method according to claim 1, characterized in that: The following steps are also included: Basic hospital information includes hospital name, hospital category, and regional characteristics of the hospital; Associate the risk assessment model with the hospital risk assessment table and set the number of queries; The database receives and stores the risk assessment model and hospital risk assessment table input from the outside; Searching for hospital risk assessment tables that are closest to the basic hospital information of the hospital and whose number is equal to the number of queries in the received hospital risk assessment tables, and obtaining a corresponding risk assessment model according to the hospital risk assessment tables that are found; The acquired risk assessment model is converted into an evaluation index, and all the converted evaluation indexes are averaged to obtain the evaluation index for testing; When it is necessary to set evaluation indicators based on each item of hospital asset information and hospital survey information, first substitute the test evaluation indicators.

6. A hospital data management system, characterized in that: It includes a data storage module (1), an indicator estimation module (2), an evaluation adjustment module (3), a model generation module (4), and a risk assessment module (5); The data storage module (1) receives and stores hospital basic data and hospital related data, wherein the hospital related data includes multiple hospital asset information and hospital survey information. When the data storage module (1) receives new hospital related data, it transmits the new hospital related data to the risk assessment module (5); The index estimation module (2) calls and displays the hospital-related data stored in the data storage module (1), sets the evaluation index according to the received instruction, and transmits the evaluation index to the evaluation adjustment module (3); The evaluation adjustment module (3) calls the hospital-related data stored in the data storage module (1), evaluates the hospital-related data according to the evaluation index, selects the hospital-related data that meets the evaluation criteria, uses each selected hospital-related data as the evaluation value of the hospital-related data, calculates the ratio of the evaluation value of each screened hospital-related data to the total number of hospital-related data of the corresponding item, adjusts the evaluation index according to the calculated ratio, and transmits the adjusted evaluation index to the model generation module (4); The model generation module (4) generates a risk assessment model according to the adjusted assessment index, and transmits the risk assessment model (5) to the data storage module (1); The risk assessment module (5) inputs the hospital-related data into the risk assessment model, the risk assessment model outputs the assessment value of each item of hospital-related data, and associates all the assessment values ​​with each corresponding item of hospital-related data to generate a hospital risk assessment table, adds the hospital basic data to the hospital risk assessment table, and outputs the hospital risk assessment table.

7. A hospital data management system according to claim 6, characterized in that: The data storage module (1) also stores a historical hospital risk assessment table; The evaluation adjustment module (3) generates a test evaluation ratio view based on the calculated ratio, reads the evaluation value in each historical risk evaluation table and calculates the ratio of each evaluation value to the total number of hospital-related data of the corresponding item, and generates a comparative evaluation ratio view by arranging the calculated ratio corresponding to each historical risk evaluation table, overlaps and compares the ratio of each identical item on the test evaluation ratio view and the comparative evaluation ratio view, and modifies the evaluation index according to the received instruction.

8. A hospital data management system according to claim 6, characterized in that: The hospital asset information includes hospital size, financial data, medical staff data, and medical equipment data; the hospital survey information includes patient satisfaction survey data and training data; and the evaluation indicators corresponding to each item of hospital asset information or hospital survey information include a scoring system and evaluation criteria; After the risk assessment module (5) inputs the hospital-related data into the risk assessment model, the risk assessment model converts the hospital scale and medical equipment data into medical equipment scores, the risk assessment model converts the financial data into financial data scores, the risk assessment model converts the medical staff data into medical staff scores, the risk assessment model converts the patient satisfaction survey data into patient satisfaction scores, the risk assessment model converts the training data into training scores, compares the medical equipment scores, financial data scores, medical staff scores, patient satisfaction scores and training scores with the corresponding assessment standards, and uses the hospital-related data that exceeds the corresponding assessment standards as the assessment value of the hospital-related data.

9. A hospital data management system according to claim 8, characterized in that: The data storage module (1) is preset with an equipment scoring table, a personnel scoring table and a training scoring table, wherein the equipment scoring table includes scores corresponding to various types of equipment and scores corresponding to scales, the personnel scoring table includes scores corresponding to various types of personnel at various ranks, and the training scoring table includes scores per unit of time corresponding to various types of training projects; The risk assessment module (5) calls the information stored in the data storage module (1); the risk assessment model selects scores corresponding to hospital scale and medical equipment data according to the equipment scoring table and adds them up to obtain a medical equipment score; the risk assessment model generates a financial data curve chart according to the financial data and calculates the financial data score according to the slope change of the financial data curve chart; the risk assessment model selects scores corresponding to medical staff data according to the personnel scoring table and adds them up to obtain a medical staff score; the risk assessment model calculates the average value of all patient satisfaction survey data and calculates the patient satisfaction score according to the average value; the risk assessment model calculates the scores corresponding to the training data according to the training scoring table and adds them up to obtain a training score.

10. A hospital data management system according to claim 6, characterized in that: The basic hospital data include the hospital name, hospital category, and regional characteristics of the hospital; The risk assessment module (5) associates the risk assessment model with the hospital risk assessment table and transmits the result to the data storage module (1); The data storage module (1) receives and stores the risk assessment model and hospital risk assessment table input from the outside; The index estimation module (2) is preset with a query number. The index estimation module (2) calls the data stored in the data storage module (1), searches for a hospital risk assessment table whose number is equal to the query number and is closest to the basic hospital information of the hospital in the received hospital risk assessment table, obtains a corresponding risk assessment model based on the hospital risk assessment table found, converts the obtained risk assessment model into an evaluation index, averages all the converted evaluation indexes to obtain a test evaluation index, and when it is necessary to set an evaluation index based on each item of hospital asset information and hospital survey information, first transmits the test evaluation index to the evaluation adjustment module (3).

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