Medical clinical information form setting and management system
By introducing custom form modules, dynamic layout modules, data filling and verification modules in the medical clinical form management system, the problems of insufficient flexibility and poor user experience in the existing technology are solved, and more efficient data management is achieved and clinical decision support.
Patent Information
- Application Number
- CN202411223720.4
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-03
- Publication Date
- 2024-12-10
- Estimated Expiration
- 2044-09-03
AI Technical Summary
The existing medical clinical form management system has shortcomings in insufficient flexibility, limited customization capabilities, insufficient data verification and error handling, and poor user experience, making it difficult to adapt to rapid changes in clinical needs and improve data accuracy.
A medical clinical information form setting and management system has been designed, including custom form modules, dynamic layout modules, data filling and verification modules, template library modules and historical data query modules. Through the collaborative work of these modules, users can themselves Define form templates, adjust layout, fill in and verify data, and save the data to the database. The coordination between modules realizes form settings, management and optimization.
It significantly improves the flexibility and user experience of the system, ensures data accuracy and reliability, improves work efficiency and data practicality, meets the personalized needs of different medical professionals, and optimizes work processes and clinical decision-making.
Smart Images

Figure CN118761397B_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of clinical information management in the medical industry, and in particular to a medical clinical information form setting and management system. Background Art
[0002] The setting and management of medical clinical forms play a very important role in the process of medical information management. At present, the setting and management of medical clinical forms mainly rely on traditional paper forms or information systems based on simple electronic forms.
[0003] The Chinese invention patent with publication number CN109889572B discloses "an electronic medical record IoT intelligent interactive system and its implementation method", which integrates the electronic storage and management functions of patient information, including partial form management. However, the system usually focuses on the overall management of medical records, and still has deficiencies in the flexible setting and optimization of forms.
[0004] The article "Design and Application of Mobile Medical Information System Based on Monitoring Informatization" introduces a "template-based medical form management system" that allows users to create and manage medical forms based on preset templates. However, this system cannot design templates at any time according to user needs, has limited flexibility, and is difficult to adapt to the rapid changes in clinical needs.
[0005] The above-mentioned template-based medical form management system usually provides a fixed form template library, and users can select the corresponding template to fill in as needed. Although the electronic medical record system is more complex, it only manages the inherent templates in terms of form management.
[0006] It can be seen that the setting and management of medical clinical forms still have the following shortcomings:
[0007] 1. Lack of flexibility: Template-based systems are difficult to adapt to the rapid changes in clinical needs. When new forms are needed or existing forms are modified, cumbersome development and deployment processes are often required;
[0008] 2. Limited customization capabilities: Users cannot freely customize form fields and layouts according to actual needs, which limits the practicality and ease of use of the form;
[0009] 3. Insufficient data verification and error handling: The existing system has deficiencies in data verification and error handling, which can easily lead to data entry errors and omissions, affecting the accuracy of clinical decision-making;
[0010] 4. Poor user experience: Traditional paper forms and simple electronic forms lack good user experience design, and the filling process is cumbersome and error-prone.
[0011] In summary, existing technologies have obvious limitations and shortcomings in the setting and management of medical clinical forms, and continuous research is still needed. Summary of the invention
[0012] The present invention provides a medical clinical information form setting and management system to solve the technical problems of poor user experience caused by insufficient flexibility, limited customization capabilities and insufficient data verification and error handling in the prior art in medical clinical form management.
[0013] Medical clinical information form setting and management system, users design form templates through the custom form module, layout through the dynamic layout module, fill in and verify form data in the data filling and verification module, and save the data to the database. Users retrieve submitted form data through the historical data query module. At the same time, the template library module provides reuse and management functions for form templates. Through the cooperation of various modules, the setting, management and optimization of medical clinical forms can be realized; specifically,
[0014] Customized form module: used to select basic form elements, standardized form components and medical clinical information standardized forms according to the requirements of the target medical form, and modify the fields, types and validation rules of each basic form element, standardized form component and medical clinical information standardized form according to the requirements; the basic form elements are the basic elements constituting the form; the standardized form components are the form component templates designed by the user and the preset form component templates;
[0015] Dynamic layout module: used to adjust the size, position and arrangement of selected basic form elements, standardized form components and medical clinical information standardized form components according to user operations or screen resolution;
[0016] Data filling and verification module: used to fill in information in the laid out form, verify the filled in information through the data verification model, and give error prompts;
[0017] Template library module: used to store basic form elements, standardized form components, user-defined forms and standardized forms of medical clinical information;
[0018] Historical data query module: used to retrieve, view and export historical medical clinical information form data in the database based on keywords.
[0019] The standardized form component is composed of the basic form elements; the medical clinical information standardized form is composed of the standardized form component and the basic form elements.
[0020] The basic form elements include: input box, drop-down box, radio button, check button, date selector, time selector, switch, file control and signature control.
[0021] The standardized forms for medical clinical information include: patient demographic information form, medical record form, chief complaint history form, past history form, personal history form, menstrual and marital history form, family history form, physical examination form, specialist examination form, diagnosis form, examination form, inspection form, endoscopy form, pathology form, surgical treatment form, radiotherapy form, chemotherapy form, targeted therapy form, genetic testing form, follow-up form and drug treatment form.
[0022] The method for sorting the form component templates designed by the user and the preset form component templates is to obtain the usage frequency of each form template based on the historical usage records of each form template, and sort them according to the usage frequency.
[0023] In the data filling and verification module, the user fills in the data directly or uploads the document.
[0024] The verification rules include: information type verification, data range verification, format verification, completeness verification, uniqueness verification and logic verification.
[0025] The logic check specifically includes:
[0026] In the same form, whether there is any conflicting relationship between different form element information;
[0027] Whether the basic information of patients is consistent between different forms;
[0028] For drug prescription forms, verify that drug dosage and dosing frequency are within safe and recommended ranges;
[0029] Verify that the test results make sense based on the patient's medical history and symptoms;
[0030] Time data is filled in the correct order;
[0031] Check whether the changes of the same inspection indicators conform to the time pattern.
[0032] The filled-in information is verified by the data verification model, specifically:
[0033] S1, obtain the pre-trained model, including:
[0034] S11, obtaining a historical medical clinical information form, and marking basic form elements in the historical medical clinical information form, data filled in the basic form elements, and verification rules of the basic form elements to obtain a training set;
[0035] S12, training the neural network model using the training set to obtain a pre-trained model;
[0036] S2, obtain the data verification model, including:
[0037] S21, verifying the basic form elements in the historical medical clinical information form and the data filled in the basic form elements through the verification rules set by the user;
[0038] S22, using the basic form elements in the historical medical clinical information form, the data filled in the basic form elements, the verification rules and the verification results as a training set, training the pre-trained model to obtain a trained data verification model;
[0039] S3, verify the filled information through the data verification model.
[0040] Compared with the prior art, the beneficial effects of the present invention are:
[0041] First, the present invention significantly improves the flexibility of the system through the custom form function, allowing medical workers to design forms according to specific clinical needs and personal preferences, which not only speeds up the design and deployment process of forms, but also ensures that the collected data is more in line with the actual usage scenario, improving the practicality of the data and work efficiency. In addition, user-defined forms also enhance the user experience, making the system more humane and meeting the personalized needs of different medical professionals;
[0042] Secondly, the present invention ensures data accuracy and reliability by adding a data verification module. By instantly verifying the legitimacy of data at the data input stage, the system can prevent errors and omissions, thereby reducing the correction work in subsequent data processing, which not only improves data accuracy but also speeds up data entry because it allows users to correct errors before submission, avoids invalid or erroneous data from entering the system, and improves overall work efficiency;
[0043] Thirdly, the present invention can effectively improve the accuracy and consistency of data, enhance user experience, ensure patient safety, optimize workflow, support clinical decision-making, comply with regulatory requirements, and promote information sharing and integration through pre-set verification rules, and ultimately improve the overall quality and efficiency of medical services;
[0044] Fourth, when performing data verification, first obtain the pre-trained model, then verify the historical data through the verification rules set by the user, and then obtain the training set again to verify the pre-trained model. Through the two-stage model training method, the system can combine historical data and user-defined rules to improve the accuracy and adaptability of data verification, which helps to improve the model's generalization ability to new situations. BRIEF DESCRIPTION OF THE DRAWINGS
[0045] In order to more clearly illustrate the specific implementation methods of the present invention or the technical solutions in the prior art, the drawings required for use in the specific implementation methods or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are some implementation methods of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.
[0046] Figure 1 This is a structural diagram of the medical clinical information form setting and management system. DETAILED DESCRIPTION
[0047] In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be described clearly and completely below. 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 belong to the scope of protection of the present invention.
[0048] The specific implementation of the present invention is described below with reference to the accompanying drawings (tables).
[0049] Example 1
[0050] like Figure 1 As shown, the present invention proposes a medical clinical information form setting and management system, which specifically includes the following modules:
[0051] Medical clinical information form setting and management system, users design form templates through the custom form module, layout through the dynamic layout module, fill in and verify form data in the data filling and verification module, and save the data to the database. Users retrieve submitted form data through the historical data query module. At the same time, the template library module provides reuse and management functions for form templates. Through the cooperation of various modules, the setting, management and optimization of medical clinical forms can be realized; specifically,
[0052] Customized form module: used to select basic form elements, standardized form components and medical clinical information standardized forms according to the requirements of the target medical form, and modify the fields, types and validation rules of each basic form element, standardized form component and medical clinical information standardized form according to the requirements; the basic form elements are the basic elements constituting the form; the standardized form components are the form component templates designed by the user and the preset form component templates;
[0053] The standardized form component is composed of the basic form elements; the medical clinical information standardized form is composed of the standardized form component and the basic form elements.
[0054] The basic form elements include: input box, drop-down box, radio button, check button, date selector, time selector, switch, file control and signature control.
[0055] The standardized forms for medical clinical information include: patient demographic information form, medical record form, chief complaint history form, past history form, personal history form, menstrual and marital history form, family history form, physical examination form, specialist examination form, diagnosis form, examination form, inspection form, endoscopy form, pathology form, surgical treatment form, radiotherapy form, chemotherapy form, targeted therapy form, genetic testing form, follow-up form and drug treatment form.
[0056] The method for sorting the form component templates designed by the user and the preset form component templates is to obtain the usage frequency of each form template based on the historical usage records of each form template, and sort them according to the usage frequency.
[0057] The present invention adopts a component-based and flexible design concept, and encapsulates form elements (such as text boxes, multiple choices, radio buttons, drop-down boxes, date controls, etc.) into medical standardized components: for example, subject basic information components, CT data report components, and medical history components. Users can quickly build form templates that meet specific clinical scenarios (clinical scenario forms such as standard case forms, single-cycle test data forms, horizontal inspection and comparison forms, etc.) through simple drag and drop and configuration, and apply them in different clinical scenarios.
[0058] By collecting and analyzing form usage data (such as filling frequency, error rate, etc.), the present invention can automatically identify and recommend commonly used form fields and combinations, which helps to optimize form design and improve filling efficiency and accuracy.
[0059] Dynamic layout module: used to adjust the size, position and arrangement of selected basic form elements, standardized form components and medical clinical information standardized form components according to user operations or screen resolution.
[0060] Dynamic layout means that the elements in the form (such as input boxes, drop-down boxes, radio buttons, check buttons, etc.) can automatically adjust their position and arrangement according to user operations (such as dragging, double-clicking, etc.) or changes in screen size to achieve the best visual effect and user experience.
[0061] The self-developed technology engine supports dynamic layout adjustment of the form, and the page can automatically obtain component column display and rendering according to the screen resolution of the medical device terminal.
[0062] Specific steps: Get the device resolution; determine the display frame of one column per page, two columns per page, three columns or four columns per page; render the display effect on the front-end page to ensure that good display effects and user experience can be maintained on different devices and screen sizes. At the same time, provide a preview function to allow users to view the actual effect of the form before publishing.
[0063] Key features:
[0064] ①Drag and drop adjustment:
[0065] Users can move form elements directly on the interface by dragging and dropping to adjust the layout instantly. This method is intuitive and efficient, and can significantly improve the flexibility and convenience of form design.
[0066] ②Automatic adaptation:
[0067] The dynamic layout module can automatically identify the screen size and resolution and adjust the layout of form elements accordingly to ensure good visual effects on different devices.
[0068] ③Layout preset:
[0069] The system provides a variety of preset layout templates. Users can select the appropriate template according to their needs and make fine adjustments based on it. These preset templates cover common form layout scenarios.
[0070] ④Smart Alignment:
[0071] The dynamic layout module supports the intelligent alignment function, which can automatically arrange the form elements according to certain rules (such as left alignment, right alignment, center alignment, etc.), making the form look neater and more orderly.
[0072] ⑤Preview and release:
[0073] After completing the form layout design, users can use the preview function to view the actual effect. If satisfied, the form can be published to the system for other users to use. The preview function helps ensure the compatibility and stability of the form under different devices and scenarios.
[0074] Adaptive layout is an existing technology and is widely used in modern web design and application development. The core concept of adaptive layout is to create an interface that can automatically adjust to different screen sizes and resolutions.
[0075] Data filling and verification module: used to fill in information in the laid out form, verify the filled in information through the data verification model, and give error prompts; fill in the form by the user directly filling in or uploading documents.
[0076] The verification rules include: information type verification, data range verification, format verification, completeness verification, uniqueness verification and logic verification.
[0077] Data range check: verify whether the data entered by the user is within the specified range (such as age, score, etc.);
[0078] Completion check: Before the form is submitted, the system will check the completion of the data filled in by the user to ensure that all required fields have been filled in and the data format is correct, which helps to avoid subsequent problems caused by incomplete or incorrect data;
[0079] Uniqueness check: Ensure that the data entered by the user is unique in the database (such as user name, email address, etc.).
[0080] The filled-in information is verified by the data verification model, specifically:
[0081] S1, obtain the pre-trained model, including:
[0082] S11, obtaining a historical medical clinical information form, and marking basic form elements in the historical medical clinical information form, data filled in the basic form elements, and verification rules of the basic form elements to obtain a training set;
[0083] S12, training the neural network model using the training set to obtain a pre-trained model;
[0084] S2, obtain the data verification model, including:
[0085] S21, verifying the basic form elements in the historical medical clinical information form and the data filled in the basic form elements through the verification rules set by the user;
[0086] S22, using the basic form elements in the historical medical clinical information form, the data filled in the basic form elements, the verification rules and the verification results as a training set, training the pre-trained model to obtain a trained data verification model;
[0087] S3, verify the filled information through the data verification model.
[0088] The pre-trained model in the present invention can directly select the rule model. A rule-based model is a model that makes decisions based on predefined rules. In a rule-based model, the decision-making process is guided by a series of clear and interpretable rules. These rules are usually if-then statements that define the actions that should be taken or the conclusions that should be drawn under specific conditions.
[0089] Through this two-stage model training approach, the system can combine historical data and user-defined rules to improve the accuracy and adaptability of data verification; the introduction of pre-trained models enables the model to quickly adapt to new tasks, reducing the time and amount of data required to train the model from scratch; the use of user-defined rules provides flexibility, allowing the model to be adjusted according to different business scenarios; the re-training process ensures that the model can learn and adapt to the user's specific verification needs, improving the practicality and accuracy of the model; this method also helps to improve the model's generalization ability to new situations, because it not only learns historical data, but also learns the latest user rules.
[0090] The data filling and verification module is a key component to ensure data accuracy and completeness. This module not only provides an interface for users to fill in data, but also verifies whether the data entered by users meets the requirements through a series of verification rules.
[0091] By providing an intuitive and easy-to-use data filling interface and a strict data verification mechanism, the module can ensure that the data entered by users is both accurate and complete. This is of great significance for improving data quality, reducing data error rates, and enhancing user experience.
[0092] Key features:
[0093] ①Custom rule design:
[0094] The system allows users to customize the structure and content of the form according to actual needs, including the type of form field (such as text box, drop-down box, check box, etc.), field name, field order, and whether it is required.
[0095] ②Data binding:
[0096] The fields in the form are usually bound to the backend database or data model, and the data filled in by the user will be automatically saved to the corresponding data structure. This data binding mechanism helps to achieve real-time update and synchronization of data.
[0097] ③Instant verification:
[0098] When users fill out the form, the system will immediately verify the data they enter. For example, if a user enters a mobile phone number that does not meet the format requirements, the system will immediately give an error message to guide the user to make corrections.
[0099] ④Logical verification rules:
[0100] The system supports a variety of validation rules, including but not limited to:
[0101] In the same form, whether there is any conflicting relationship between different form element information;
[0102] Whether the basic information of patients is consistent between different forms;
[0103] For drug prescription forms, verify that drug dosage and dosing frequency are within safe and recommended ranges;
[0104] Verify that the test results make sense based on the patient's medical history and symptoms;
[0105] Whether the time data is filled in the correct order;
[0106] Check whether the changes of the same inspection indicators conform to the time pattern.
[0107] In addition to the system's built-in validation rules, users can also customize validation rules based on actual needs.
[0108] ⑤Verification feedback:
[0109] When the data entered by the user does not meet the verification rules, the system will give a clear error message to help the user quickly locate the problem and make corrections. At the same time, the system can also provide friendly prompts to guide users to fill in the form correctly.
[0110] Template library module: used to store basic form elements, standardized form components, user-defined forms and standardized forms for medical clinical information.
[0111] The template library module in the system provides users with the ability to quickly create and reuse form templates. Through the management and use of the template library, users can greatly improve the efficiency and consistency of form creation.
[0112] Key features:
[0113] ① Template storage and classification:
[0114] The template library module can store a large number of form templates, which can be classified and managed according to different business scenarios and needs, making it convenient for users to quickly find and use them.
[0115] ②Template creation and editing:
[0116] Users can create new form templates in the template library module and quickly build the required form structure by dragging components and configuring parameters.
[0117] The created templates support editing functions, and users can modify and improve the templates as needed.
[0118] ③Template preview and export:
[0119] During the template creation or editing process, the system provides a preview function that allows users to view the display effect of the form in real time to ensure that it meets their needs.
[0120] Supports exporting templates to EXCEL files, making it easy to migrate and reuse templates between different account permissions.
[0121] Historical data query module: used to retrieve, view, and export historical medical clinical information form data in the database based on keywords, allowing users to easily retrieve and view form data submitted in the past. Display who modified it and when; compare different versions of single data, dynamically display form data from different periods, including: screening of the same indicator at different times, screening of different indicators at the same time, screening of indicators related to a certain disease, time when a certain indicator changes by the same magnitude, medication status, physical condition, etc.
[0122] Key features:
[0123] ①Data viewing
[0124] Users can view historical data intuitively.
[0125] ②Data export
[0126] Users can export the queried historical data into files in Excel, CSV and other formats to facilitate subsequent data analysis and processing.
[0127] To improve data reading and writing efficiency, query efficiency is improved by reducing IO times, reducing CPU calculations, and optimizing SQL statements and database structures.
[0128] The above modules are closely linked and together constitute the core function set of the form customization creation system.
[0129] 1. Custom form module and dynamic layout module
[0130] Relationship: The custom form module is the basis for users to define the form structure and content, while the dynamic layout module allows users to flexibly adjust the layout of these form elements.
[0131] Collaboration: Users first define the form's fields, types, validation rules, etc. in the custom form module, and then use the dynamic layout module to adjust the position, size, arrangement, etc. of these elements in the form to meet different display requirements.
[0132] 2. Data filling and verification module
[0133] Relationship: The data filling and verification module is the core part of the user's interaction with the form, and it depends on the form structure defined by the custom form module.
[0134] Collaboration: Users input data, and the system verifies the data through a data validation model to ensure the accuracy and completeness of the data.
[0135] 3. Template library module
[0136] Relationship: The Template Library module is an advanced extension of the Custom Form module, which provides the ability to quickly create and reuse form templates.
[0137] Collaboration: Users can choose an existing template in the template library as the basis for form creation, and then fine-tune it through the custom form module, or create a new template and save it to the template library for future use.
[0138] 4. Historical data query module
[0139] Relationship: The historical data query module is closely related to the custom form module and the data filling and verification module. It provides the function of retrieving and viewing the submitted form data.
[0140] Collaboration: The form data submitted by the user in the data filling and verification module is saved in the database, and the historical data query module allows the user to retrieve this data.
[0141] 5. Overall Relationship
[0142] System integration: The above modules together constitute the core functional set of the medical clinical information form setting and management system, and they achieve system integration through data exchange and interface calls.
[0143] Data flow: Users define form templates through the custom form module, and then fill in data in the data filling and verification module. The system verifies the data according to the verification rules and saves the data in the database. Users can retrieve submitted form data through the historical data query module, and the template library module provides the reuse and management functions of form templates.
[0144] User interaction: The entire system is user-centric, and the collaboration between various modules is to provide better user experience and more efficient data management.
[0145] It should be noted that the terms used in the present invention are only for describing specific embodiments, rather than limiting the scope of the present invention. As shown in the present specification, unless the context clearly indicates an exception, the words "one", "a", "a kind of" and / or "the" do not specifically refer to the singular, but may also include the plural. The terms "include", "comprise" or any other variant thereof are intended to cover non-exclusive inclusion, so that the process, method or device including a series of elements includes not only those elements, but also includes other elements not explicitly listed, or also includes elements inherent to such process, method or device. In the absence of more restrictions, the elements defined by the sentence "include one..." do not exclude the presence of other identical elements in the process, method or device including the elements.
[0146] It should also be noted that the terms "center", "up", "down", "left", "right", "vertical", "horizontal", "inside", "outside", etc., indicating the orientation or positional relationship, are based on the orientation or positional relationship shown in the drawings, and are only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore cannot be understood as a limitation on the present invention. Unless otherwise clearly specified and limited, the terms "installed", "connected", "connected", etc. should be understood in a broad sense, for example, it can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be a direct connection, or it can be an indirect connection through an intermediate medium, or it can be a connection between the two elements. For those of ordinary skill in the art, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.
[0147] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or replace some or all of the technical features therein by equivalents. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the technical solutions of the embodiments of the present invention.
Claims
1. Medical clinical information form setting and management system, characterized by: Users design form templates through the custom form module, layout through the dynamic layout module, fill in and verify form data in the data filling and verification module, and save the data to the database. Users retrieve submitted form data through the historical data query module. At the same time, the template library module provides reuse and management functions for form templates. Through the cooperation of various modules, the setting, management and optimization of medical clinical forms can be realized; specifically, Customized form module: used to select basic form elements, standardized form components and medical clinical information standardized forms according to the requirements of the target medical form, and modify the fields, types and validation rules of each basic form element, standardized form component and medical clinical information standardized form according to the requirements; the basic form elements are the basic elements constituting the form; The standardized form component is a form component template designed by the user and a preset form component template; The verification rules include: information type verification, data range verification, format verification, completion verification, uniqueness verification and logic verification; the logic verification specifically includes: whether there is a conflicting relationship between different form element information in the same form; whether the basic information of patients in different forms is consistent; for drug prescription forms, verify whether the drug dosage and administration frequency are within the safe and recommended range; verify whether the examination results are reasonable based on the patient's medical history and symptoms; whether the time data is filled in the correct order; whether the changes in the same examination indicators conform to the time law; Dynamic layout module: used to adjust the size, position and arrangement of selected basic form elements, standardized form components and medical clinical information standardized form components according to user operations or screen resolution; the system displays and renders basic form elements, standardized form components and medical clinical information standardized form components in columns according to the screen resolution; Data filling and verification module: used to fill in information in the laid out form, verify the filled in information through the data verification model, and give error prompts; the verification of the filled in information through the data verification model is specifically as follows: S1, obtain the pre-trained model, including: S11, obtaining a historical medical clinical information form, and marking basic form elements in the historical medical clinical information form, data filled in the basic form elements, and verification rules of the basic form elements to obtain a training set; S12, training the neural network model using the training set to obtain a pre-trained model; S2, obtain the data verification model, including: S21, verifying the basic form elements in the historical medical clinical information form and the data filled in the basic form elements through the verification rules set by the user; S22, using the basic form elements in the historical medical clinical information form, the data filled in the basic form elements, the verification rules and the verification results as a training set, training the pre-trained model to obtain a trained data verification model; S3, verify the filled information through the data verification model; Template library module: used to store basic form elements, standardized form components, user-defined forms and standardized forms of medical clinical information; Historical data query module: used to retrieve, view and export historical medical clinical information form data in the database based on keywords.
2. The medical clinical information form setting and management system according to claim 1, characterized in that: The standardized form component is composed of the basic form elements; the medical clinical information standardized form is composed of the standardized form component and the basic form elements.
3. The medical clinical information form setting and management system according to claim 1, characterized in that: The basic form elements include: input box, drop-down box, radio button, check button, date selector, time selector, switch, file control and signature control.
4. The medical clinical information form setting and management system according to claim 1, characterized in that: The standardized forms for medical clinical information include: patient demographic information form, medical record form, chief complaint history form, past history form, personal history form, menstrual and marital history form, family history form, physical examination form, specialist examination form, diagnosis form, examination form, inspection form, endoscopy form, pathology form, surgical treatment form, radiotherapy form, chemotherapy form, targeted therapy form, genetic testing form, follow-up form and drug treatment form.
5. The medical clinical information form setting and management system according to claim 1, characterized in that: The method for sorting the form component templates designed by the user and the preset form component templates is to obtain the usage frequency of each form template based on the historical usage records of each form template, and sort them according to the usage frequency.
6. The medical clinical information form setting and management system according to claim 1, characterized in that: In the data filling and verification module, the user fills in the data directly or uploads the document.
