A medical information processing method and device

Abstract

The present application provides a kind of medical information processing method and device, wherein the method comprises: receiving the sick leave note issuing request initiated by user, obtains the multi-source medical information corresponding to user;The test report and / or imaging report in multi-source medical information are analyzed, diagnosis information is generated, and medical advice information is generated based on diagnosis information and the interrogation text in multi-source medical information;Determine the chief complaint information of user based on interrogation text, and generate the sick leave note corresponding to sick leave note issuing request based on chief complaint information, diagnosis information and medical advice information.The implementation mode can generate sick leave note by comprehensively multi-source medical information of user, improve the efficiency and accuracy of medical staff to issue sick leave note.

Description

Technical Field

[0001] This invention relates to the field of medical technology, and more specifically, to a medical information processing method and apparatus. Background Technology

[0002] In routine medical services, sick leave certificates serve as crucial documentation for patients to prove their health status and apply for leave. With the release of policy documents explicitly supporting internet hospitals in providing electronic sick leave certificate services for certain scenarios, while existing internet hospitals have attempted to launch sick leave certificate issuance functions, doctors still need to repeatedly confirm the patient's condition and manually fill in the specific details of the sick leave certificate. This not only leads to low efficiency in issuing sick leave certificates but also makes them prone to data entry errors, resulting in low accuracy of the information on the sick leave certificates. Summary of the Invention

[0003] In view of this, embodiments of the present invention provide at least one medical information processing method, apparatus, electronic device, and storage medium, which can generate sick leave certificates by integrating multiple sources of medical information from users, thereby improving the efficiency and accuracy of medical staff in issuing sick leave certificates.

[0004] In a first aspect, embodiments of the present invention provide a medical information processing method, comprising: Receive user-initiated requests for sick leave certificates and obtain multi-source medical information corresponding to the user; The system analyzes test reports and / or imaging reports from multi-source medical information to generate diagnostic information, and generates medical advice based on the diagnostic information and the consultation text from multi-source medical information. Based on the consultation text, the user's chief complaint information is determined, and based on the chief complaint information, diagnosis information and medical advice information, a sick leave certificate corresponding to the sick leave certificate issuance request is generated.

[0005] Optionally, before receiving a user's request for a sick leave certificate, the process also includes: Receive a consultation request initiated by a user and determine the consultation scenario corresponding to the consultation request; In response to a report interpretation scenario within a consultation scenario, determine whether there are any abnormal indicators in the user's corresponding laboratory and / or imaging reports. If so, display a sick leave application control in the user interface; or... In response to the independent consultation scenario, the system determines whether the user's chief complaint falls into a preset category based on the user's consultation records with medical staff. If so, a sick leave application control is displayed in the user interface; or... In response to the group consultation scenario, the system identifies the user in the group whose test report and / or imaging report has abnormal indicators based on the group conversation data, and displays the sick leave application control on the user interface.

[0006] Optionally, based on the diagnostic information and the consultation text from multiple sources of medical information, medical advice information is generated, including: The suggested templates corresponding to the diagnostic information and consultation text are obtained by matching the pre-configured disease classification template library; Based on the user's corresponding doctor's historical consultation records, determine the doctor's common words and phrases; Based on diagnostic information and consultation texts, suggestion templates and the common words and phrases used by consulting doctors, medical and nursing suggestion information is generated.

[0007] Optionally, after generating the sick leave certificate corresponding to the sick leave certificate issuance request, the process also includes: The sick leave certificate is pushed to the healthcare worker's terminal, and the healthcare worker's terminal triggers the sick leave certificate confirmation control to push the sick leave certificate to the user; In response to the editing operation performed on the sick leave certificate by the medical staff, update the sick leave certificate and push the updated sick leave certificate to the user.

[0008] Optionally, after generating the sick leave certificate corresponding to the sick leave certificate issuance request, the process also includes: The reasonableness of the number of days of leave in the sick leave certificate is verified based on the pre-configured rule base and sick leave certificate; The consistency of the sick leave certificate is verified based on the diagnostic information in the sick leave certificate and the abnormal indicators in the test report and / or imaging report. Verify the existence and validity of the doctor's signature on the sick leave certificate; If the reasonableness check, consistency check, existence check, and validity check all pass, the sick leave certificate will be pushed to the user.

[0009] Secondly, embodiments of the present invention provide a medical information processing system, including a user terminal, a medical care terminal, and a server terminal; The client-side is used to initiate a sick leave certificate issuance request based on the sick leave certificate application control; The healthcare client is used to instruct the server to generate a sick leave certificate based on the user's sick leave certificate issuance request by triggering the sick leave certificate issuance control, and to edit the sick leave certificate returned by the server; The server is used to receive user requests for sick leave certificates, obtain multi-source medical information corresponding to the user, parse the test reports and / or imaging reports in the multi-source medical information to generate diagnostic information, and generate medical advice information based on the diagnostic information and the consultation text in the multi-source medical information; determine the user's chief complaint information based on the consultation text, and generate a sick leave certificate corresponding to the request for sick leave certificate based on the chief complaint information, diagnostic information and medical advice information.

[0010] Thirdly, embodiments of the present invention provide a medical information processing device, comprising: The receiving module is used to receive requests for sick leave certificates initiated by users and obtain multi-source medical information corresponding to the user. The parsing module is used to parse test reports and / or imaging reports from multi-source medical information, generate diagnostic information, and generate medical advice information based on the diagnostic information and the consultation text from multi-source medical information. The generation module is used to determine the user's chief complaint information based on the consultation text, and generate a sick leave certificate corresponding to the sick leave certificate issuance request based on the chief complaint information, diagnosis information and medical advice information.

[0011] Fourthly, embodiments of the present invention also provide an electronic device, including: a processor, a memory, and a bus. The memory stores machine-readable instructions executable by the processor. When the computer device is running, the processor communicates with the memory via the bus. When the machine-readable instructions are executed by the processor, the steps of the first aspect or any optional implementation of the first aspect are performed.

[0012] Fifthly, embodiments of the present invention also provide a computer-readable storage medium storing a computer program that, when executed by a processor, performs the steps of the first aspect or any optional implementation thereof.

[0013] Sixthly, embodiments of the present invention also provide a computer program product, including a computer program that, when executed by a processor, implements the method of any of the above embodiments.

[0014] In any of the above aspects or any implementation methods, by receiving a user's request for a sick leave certificate and acquiring multi-source medical information corresponding to the user, including but not limited to structured test reports, imaging reports, and unstructured consultation texts, medical staff can avoid repeatedly querying and manually organizing information across multiple systems. Then, the test reports and / or imaging reports in the multi-source medical information are parsed to extract key indicators and conclusive descriptions related to disease diagnosis, generating diagnostic information that objectively reflects the user's health status. Simultaneously, combined with the consultation text in the multi-source medical information, semantic analysis is performed on the user's symptom descriptions, disease progression, and past medical history. Based on the diagnostic information, targeted medical advice is generated to assist in determining whether rest is needed and the duration of rest. Furthermore, the user's chief complaint information can be determined based on the consultation text. The degree of subjective discomfort reflected in the chief complaint information is comprehensively analyzed and matched with the objective medical evidence and medical advice information reflected in the aforementioned diagnostic information to automatically generate sick leave certificate content corresponding to the request, including key elements such as the suggested reason for leave and the suggested leave time range. The above methods enable the collaborative use of users' multi-source medical information, ensuring consistency between the content of sick leave certificates and medical facts, while significantly reducing manual operations by medical staff in the process of information verification, judgment and writing, thereby improving the overall efficiency and accuracy of issuing sick leave certificates.

[0015] The beneficial effects of the aforementioned medical information processing device, electronic device, and storage medium are described in the description of the aforementioned medical information processing method, and will not be repeated here. Attached Figure Description

[0016] To more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings used in the embodiments will be briefly described below. These drawings are incorporated in and constitute a part of this specification. They illustrate embodiments conforming to the present invention and, together with the specification, serve to explain the technical solutions of the present invention. It should be understood that the following drawings only show some embodiments of the present invention and should not be considered as a limitation of the scope. For those skilled in the art, other related drawings can be obtained from these drawings without creative effort.

[0017] Figure 1 A flowchart of a medical information processing method provided by an embodiment of the present invention is shown; Figure 2 This diagram illustrates a flowchart of a sick leave application control provided in an embodiment of the present invention. Figure 3 This diagram illustrates a process for verifying sick leave certificates according to an embodiment of the present invention. Figure 4A schematic diagram of a medical information processing device provided in an embodiment of the present invention is shown; Figure 5 An exemplary system architecture in which embodiments of the present invention can be applied is shown; Figure 6 A schematic diagram of the structure of a computer system used to implement embodiments of the present invention is shown. Detailed Implementation

[0018] To make the objectives, technical solutions, and advantages of the embodiments of the present invention clearer, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. The components of the embodiments of the present invention described and shown in the accompanying drawings can generally be arranged and designed in various different configurations. Therefore, the following detailed description of the embodiments of the present invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely to illustrate selected embodiments of the invention. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without inventive effort are within the scope of protection of the present invention.

[0019] It should be noted that the collection, use, storage, sharing and transfer of user personal information involved in the technical solution of the present invention all comply with the provisions of relevant laws and regulations, and require notification to users and obtaining their consent or authorization. When applicable, user personal information is subjected to de-identification and / or anonymization and / or encryption technical processing.

[0020] The above problems and solutions are the result of the inventor's practice and careful research. The discovery process of the above problems and the solutions proposed for the above problems should be considered as the inventor's contribution to the invention.

[0021] The technical solutions of this invention will now be clearly and completely described with reference to the accompanying drawings. Obviously, the described embodiments are merely some, not all, of the embodiments of this invention. The components of this invention described and shown in the accompanying drawings can generally be arranged and designed in various different configurations. Therefore, the following detailed description of the embodiments of the invention provided in the drawings is not intended to limit the scope of the claimed invention, but merely to illustrate selected embodiments of the invention. All other embodiments obtained by those skilled in the art based on the embodiments of this invention without inventive effort are within the scope of protection of this invention.

[0022] It should be noted that similar labels and letters in the following figures indicate similar items. Therefore, once an item is defined in one figure, it does not need to be further defined and explained in subsequent figures.

[0023] To facilitate understanding of this embodiment, a detailed description of a medical information processing method disclosed in this invention will be provided first. The executing entity of the medical information processing method provided in this invention is generally a computer device with a certain computing capability. This computer device may include, for example, a terminal device, a server, or other processing devices. The terminal device may be a user equipment (UE), mobile device, user terminal, terminal, cellular phone, cordless phone, personal digital assistant (PDA), handheld device, computing device, vehicle-mounted device, wearable device, etc. In some possible implementations, this medical information processing method can be implemented by a processor calling computer-readable instructions stored in memory.

[0024] See Figure 1 The diagram shows a flowchart of a medical information processing method provided in an embodiment of the present invention. The method includes steps S101 to S103, wherein: S101: Receive a request from a user for a sick leave certificate and obtain multi-source medical information corresponding to the user.

[0025] In this embodiment of the invention, a user can initiate a sick leave certificate issuance request by triggering the sick leave certificate application control on the user page. After the user initiates the sick leave certificate issuance request, a pop-up window can also be triggered to display the user with relevant precautions and application procedures for sick leave certificate application. For example, the pop-up window may display messages such as "Sick leave certificates are mainly used for leave requests by employers and are not legal or insurance claim vouchers," and "Sick leave certificates are issued only based on actual medical records and multi-source medical information. Doctors will make a comprehensive judgment based on test reports, imaging reports, and consultation, and there may be cases where sick leave is not issued or the duration of sick leave is adjusted." When the user confirms that they are aware of the pop-up window content, they can formally initiate a sick leave certificate issuance request. The sick leave certificate issuance request can then be forwarded synchronously to the medical staff end and the execution entity of this embodiment, i.e., the server end. Alternatively, it can be forwarded to the medical staff end first, and then forwarded to the execution entity of this embodiment after the medical staff end triggers confirmation to enter the user's sick leave certificate issuance process. This embodiment does not make specific limitations on this, as long as it can achieve its function. It should be noted that when multiple users' sick leave certificate issuance requests enter the medical staff end workbench, the multiple sick leave certificate issuance requests can be sorted according to the user's symptom priority or request initiation event, so that the user's sick leave certificate issuance request can be processed in a timely manner.

[0026] After receiving a user's request for a sick leave certificate, the executing entity of this invention can invoke multiple data interfaces based on the user's identifier to obtain multi-source medical information corresponding to that user. This multi-source medical information may include laboratory reports, imaging reports, historical consultation records, and electronic medical records, etc.

[0027] In this embodiment of the invention, a user can initiate a sick leave certificate request in multiple consultation scenarios. Specifically, before receiving the user's sick leave certificate request, the process further includes: receiving the user's consultation request and determining the consultation scenario corresponding to the consultation request; in response to a report interpretation scenario, determining whether there are abnormal indicators in the test report and / or imaging report corresponding to the user, and if so, displaying a sick leave certificate application control in the user interface; or, in response to an independent consultation scenario, determining whether the user's chief complaint is a preset category based on the consultation record between the user and the medical staff, and if so, displaying a sick leave certificate application control in the user interface; or, in response to a group consultation scenario, determining the user in the group corresponding to the test report and / or imaging report with abnormal indicators based on the group session data, and displaying a sick leave certificate application control in the user interface.

[0028] In specific implementation, such as Figure 2 As shown, before receiving a user-initiated request for a sick leave certificate, the system can first receive a user-initiated consultation request. Based on information such as the consultation entry point, interaction path, session format, and associated data types, the system can determine the consultation scenario corresponding to the current consultation request, thus providing an accurate contextual basis for subsequent sick leave certificate application judgment. When the consultation scenario is a report interpretation scenario, the execution entity of this embodiment can obtain the test report and / or imaging report data corresponding to the user, analyze and judge the key indicators in the report through an abnormal indicator identification model, and determine whether there are abnormal indicators exceeding the normal threshold. If abnormal indicators are confirmed to exist, the system can dynamically display a sick leave certificate application control in the user interface in conjunction with the current consultation status, allowing the user to directly initiate a sick leave certificate request while interpreting the report conclusion, reducing additional operation paths. When the consultation scenario is an independent consultation scenario, the system can perform semantic analysis on the consultation text based on the consultation record formed between the user and the medical staff, extract the user's chief complaint information, and match it with preset symptom categories. When the chief complaint belongs to a preset category, the consultation is considered to have a clear indication of rest needs, and the sick leave certificate application control is displayed in the user interface. In group consultation scenarios, group conversation data can be acquired, the identities of group members and message content can be parsed, the test reports and / or imaging reports associated with each user in the group can be identified, and based on the abnormal indicator identification results, the target user corresponding to the abnormal indicator in the group can be determined; for the target user, a sick leave application control can be displayed in their user interface without affecting the normal communication of other members in the group.

[0029] S102: Analyze the test reports and / or imaging reports in multi-source medical information to generate diagnostic information, and generate medical advice information based on the diagnostic information and the consultation text in multi-source medical information.

[0030] In this embodiment of the invention, diagnostic information that objectively reflects a user's health status can be generated by parsing test reports and / or imaging reports from multi-source medical information. Specifically, the acquired test reports and imaging reports can first undergo data standardization processing, mapping the content of reports from different sources and in different formats into a unified structured data representation to eliminate the impact of data heterogeneity on subsequent analysis. During the parsing of test reports, various test indicators can be automatically compared based on a preset medical indicator library and normal reference ranges to identify abnormal indicators that deviate from the normal range, and generate corresponding abnormal description information by combining the indicator name, detection value, and reference range. For imaging reports, semantic parsing can be performed on the report conclusion text to extract key information related to the location, morphological characteristics, and severity of lesions, and convert it into standardized medical expressions. On this basis, a medical knowledge base can be further introduced to perform correlation analysis between the identified abnormal indicators and imaging features, comprehensively judging the possible disease type or health risk status, thereby generating diagnostic information.

[0031] In one possible implementation, the historical diagnostic text corresponding to the current consulting doctor can also be obtained, and the expression style matching the consulting doctor can be extracted from it, such as frequently used sentence patterns, punctuation habits and common words, and further, the corresponding diagnostic information can be generated based on the expression style matching the consulting doctor.

[0032] In this embodiment of the invention, medical advice information is generated based on diagnostic information and consultation text from multi-source medical information. This includes: matching a suggestion template corresponding to the diagnostic information and consultation text in a pre-configured disease classification template library; determining the doctor's common words and phrases based on the historical consultation records of the doctor corresponding to the user; and generating medical advice information based on the diagnostic information and consultation text, the suggestion template, and the doctor's common words and phrases.

[0033] In practice, after obtaining diagnostic information, semantic analysis can be performed on the diagnostic information and the consultation text to extract semantic features such as disease type, severity, symptom duration, and functional limitations. These features are then used as matching criteria to search a pre-configured disease classification template library and select suggestion templates that match the current diagnostic conclusion and consultation context. These suggestion templates serve as the basic framework for medical advice, including general content such as rest suggestions, medication or follow-up reminders, and lifestyle precautions. Furthermore, the historical consultation records of the user's corresponding doctor can be retrieved, and statistical analysis can be performed on the doctor's previously generated suggestion texts to identify commonly used medical terminology, colloquialisms, and sentence structures, thereby determining the doctor's habitual words and sentence patterns. Then, based on the diagnostic information and the specific characteristics of the condition reflected in the consultation text, the parts to be filled in the suggestion template are dynamically filled and refined. The generated text's wording and sentence structure are style-adapted by incorporating the consulting doctor's common vocabulary and sentence patterns, ensuring that the resulting medical advice is semantically highly consistent with the user's actual condition and stylistically consistent with the consulting doctor's past writing habits. This allows for the generation of personalized medical advice while maintaining medical accuracy, reducing the workload of doctors in repetitive editing, and improving the professionalism and readability of sick leave certificates.

[0034] S103: Determine the user's chief complaint information based on the consultation text, and generate a sick leave certificate corresponding to the sick leave certificate issuance request based on the chief complaint information, diagnosis information and medical advice information.

[0035] In this embodiment of the invention, semantic analysis can be performed on the consultation text in multi-source medical information to determine the chief complaint information that summarizes the user's purpose of seeking medical treatment and main discomfort symptoms. The chief complaint information typically includes core elements such as symptom type, onset time, duration, and degree of impact on daily activities. After obtaining the chief complaint information, it can be integrated with the previously generated diagnostic information and medical advice information to generate a sick leave certificate corresponding to the request for a sick leave certificate. During the generation process, based on the subjective discomfort reflected in the chief complaint information and the objective medical evidence reflected in the diagnostic information, a comprehensive assessment of the user's current health status can be performed. Furthermore, the suggestions on rest, recovery, and precautions from the medical advice information can be incorporated to determine the expression of the necessity and rationality of the sick leave in the sick leave certificate. Then, according to the preset sick leave certificate text structure, the reason for leave, suggested rest time, and related explanations can be generated to obtain the sick leave certificate required by the user.

[0036] In this embodiment of the invention, after generating the sick leave certificate corresponding to the sick leave certificate issuance request, the method further includes: pushing the sick leave certificate to the medical staff terminal; responding to the medical staff terminal triggering the sick leave certificate confirmation control, pushing the sick leave certificate to the user; responding to the medical staff terminal performing an editing operation on the sick leave certificate, updating the sick leave certificate, and pushing the updated sick leave certificate to the user.

[0037] In practical implementation, after generating the sick leave certificate corresponding to the sick leave certificate issuance request, the executing entity of this embodiment can first push the sick leave certificate to the medical staff terminal in the form of structured data. When the medical staff believes that the current sick leave certificate content is accurate and complete, they can directly trigger the sick leave certificate confirmation control. After receiving the confirmation operation, the confirmed sick leave certificate can be pushed to the user terminal immediately. If the medical staff finds that the description of the illness, diagnosis, or leave recommendation needs to be adjusted during the review process, they can perform an editing operation on the sick leave certificate on the medical staff terminal. The executing entity of this embodiment can receive and record the editing results, synchronously update the content of the sick leave certificate, and push the updated sick leave certificate to the user terminal after the update is completed. This provides medical staff with room for correction of the sick leave certificate, further ensuring the accuracy of the sick leave certificate.

[0038] In embodiments of the present invention, such as Figure 3 As shown, the generated sick leave certificate can also be validated in multiple dimensions. Specifically, after generating the sick leave certificate corresponding to the sick leave certificate issuance request, the following steps are also included: validating the reasonableness of the number of leave days in the sick leave certificate based on a pre-configured rule base and the sick leave certificate; validating the consistency of the sick leave certificate based on the diagnostic information in the sick leave certificate and the abnormal indicators in the test reports and / or imaging reports; validating the existence and validity of the doctor's signature in the sick leave certificate; and pushing the sick leave certificate to the user if the reasonableness, consistency, existence, and validity checks all pass.

[0039] In practical implementation, the reasonableness of the number of leave days in sick leave certificates can be verified based on a pre-configured rule base. This rule base predefines different disease types, severity levels, and corresponding suggested leave ranges. It matches the number of leave days entered in the sick leave certificate with the rule conditions corresponding to the diagnostic information. When the number of leave days significantly exceeds the reasonable range, it can identify potential unreasonableness in the current sick leave certificate and block subsequent push processes. Furthermore, consistency verification can be performed on sick leave certificates based on abnormal indicators in diagnostic information and test reports and / or imaging reports. By comparing the medical correlation between the diagnostic conclusion and abnormal indicators, it can determine whether the diagnostic information has sufficient objective evidence. For example, even if the test report does not identify infection-related abnormal indicators, it can identify obviously mismatched disease descriptions in the diagnostic information, thus determining a consistency risk. In this process, not only can a single indicator be considered, but the overall correlation between multiple abnormal indicators and imaging conclusions can also be comprehensively considered to improve the accuracy of consistency verification. Furthermore, the existence and validity of the attending physician's signature on the sick leave certificate can be verified. By checking whether the sick leave certificate contains an electronic signature associated with the attending physician's identity, the authenticity of the signature in the current sick leave certificate is confirmed. The corresponding professional information, validity period, and signature status are further verified to ensure the signature's legal origin and validity. If the reasonableness, consistency, existence, and validity checks all pass, the executing entity of this embodiment can push the sick leave certificate to the user's terminal, ensuring that the sick leave certificate received by the user is reliable and compliant in terms of the number of days of leave, medical basis, and doctor's signature, further enhancing the credibility and security of the sick leave certificate.

[0040] According to a third aspect of the present invention, a medical information processing system is provided, including a user terminal, a medical care terminal, and a server terminal; The client-side is used to initiate a sick leave certificate issuance request based on the sick leave certificate application control; The healthcare client is used to instruct the server to generate a sick leave certificate based on the user's sick leave certificate issuance request by triggering the sick leave certificate issuance control, and to edit the sick leave certificate returned by the server; The server is used to receive user requests for sick leave certificates, obtain multi-source medical information corresponding to the user, parse the test reports and / or imaging reports in the multi-source medical information to generate diagnostic information, and generate medical advice information based on the diagnostic information and the consultation text in the multi-source medical information; determine the user's chief complaint information based on the consultation text, and generate a sick leave certificate corresponding to the request for sick leave certificate based on the chief complaint information, diagnostic information and medical advice information.

[0041] According to a third aspect of the embodiments of the present invention, such as Figure 4As shown, a medical information processing device 400 is provided, comprising: The receiving module 401 is used to receive a sick leave certificate issuance request initiated by the user and obtain multi-source medical information corresponding to the user; The parsing module 402 is used to parse the test reports and / or imaging reports in the multi-source medical information, generate diagnostic information, and generate medical advice information based on the diagnostic information and the consultation text in the multi-source medical information. The generation module 403 is used to determine the user's chief complaint information based on the consultation text, and generate a sick leave certificate corresponding to the sick leave certificate issuance request based on the chief complaint information, diagnosis information and medical advice information.

[0042] Optionally, the receiving module 401 is also used for: Receive a consultation request initiated by a user and determine the consultation scenario corresponding to the consultation request; In response to a report interpretation scenario within a consultation scenario, determine whether there are any abnormal indicators in the user's corresponding laboratory and / or imaging reports. If so, display a sick leave application control in the user interface; or... In response to the independent consultation scenario, the system determines whether the user's chief complaint falls into a preset category based on the user's consultation records with medical staff. If so, a sick leave application control is displayed in the user interface; or... In response to the group consultation scenario, the system identifies the user in the group whose test report and / or imaging report has abnormal indicators based on the group conversation data, and displays the sick leave application control on the user interface.

[0043] Optionally, the parsing module 402 is specifically used for: The suggested templates corresponding to the diagnostic information and consultation text are obtained by matching the pre-configured disease classification template library; Based on the user's corresponding doctor's historical consultation records, determine the doctor's common words and phrases; Based on diagnostic information and consultation texts, suggestion templates and the common words and phrases used by consulting doctors, medical and nursing suggestion information is generated.

[0044] Optionally, the generation module 403 is also used for: The sick leave certificate is pushed to the healthcare worker's terminal, and the healthcare worker's terminal triggers the sick leave certificate confirmation control to push the sick leave certificate to the user; In response to the editing operation performed on the sick leave certificate by the medical staff, update the sick leave certificate and push the updated sick leave certificate to the user.

[0045] Optionally, the generation module 403 is also used for: The reasonableness of the number of days of leave in the sick leave certificate is verified based on the pre-configured rule base and sick leave certificate; The consistency of the sick leave certificate is verified based on the diagnostic information in the sick leave certificate and the abnormal indicators in the test report and / or imaging report. Verify the existence and validity of the doctor's signature on the sick leave certificate; If the reasonableness check, consistency check, existence check, and validity check all pass, the sick leave certificate will be pushed to the user.

[0046] According to a fourth aspect of the present invention, an electronic device for medical information processing is provided, comprising: one or more processors; and a storage device for storing one or more programs, wherein when the one or more programs are executed by the one or more processors, the one or more processors implement the method provided in the first aspect of the present invention.

[0047] According to a fifth aspect of the present invention, a computer-readable medium is provided having a computer program stored thereon, which, when executed by a processor, implements the method provided in the first aspect of the present invention.

[0048] According to a sixth aspect of the present invention, a computer program product is provided, comprising a computer program that, when executed by a processor, implements the method of any of the above embodiments.

[0049] Figure 5 An exemplary system architecture 500 is shown that can be applied to a medical information processing method or medical information processing apparatus according to the present invention.

[0050] like Figure 5 As shown, system architecture 500 may include terminal devices 501, 502, and 503, a network 504, and a server 505. Network 504 serves as the medium for providing communication links between terminal devices 501, 502, and 503 and server 505. Network 504 may include various connection types, such as wired or wireless communication links, or fiber optic cables, etc.

[0051] Users can use terminal devices 501, 502, and 503 to interact with server 505 via network 504 to receive or send messages, etc. Various communication client applications can be installed on terminal devices 501, 502, and 503, such as shopping applications, web browser applications, search applications, instant messaging tools, email clients, social media platform software, etc. (for example only).

[0052] Terminal devices 501, 502, and 503 can be various electronic devices with displays that support web browsing, including but not limited to smartphones, tablets, laptops, and desktop computers.

[0053] Server 505 can be a server providing various services, such as a backend management server supporting shopping websites browsed by users using terminal devices 501, 502, and 503 (for example only). The backend management server can process received medical information processing requests and return the processing results (for example only) to the terminal devices.

[0054] It should be noted that the medical information processing method provided in this embodiment of the invention is generally executed by server 505, and correspondingly, the medical information processing device is generally located in server 505. The medical information processing method provided in this embodiment of the invention can also be executed by terminal devices 501, 502, and 503, and correspondingly, the medical information processing device can be located in terminal devices 501, 502, and 503.

[0055] It should be understood that Figure 5 The number of terminal devices, networks, and servers shown is merely illustrative. Depending on implementation needs, any number of terminal devices, networks, and servers can be included.

[0056] The following is for reference. Figure 6 It shows a schematic diagram of the structure of a computer system 600 suitable for implementing a terminal device of the present invention. Figure 6 The terminal device shown is merely an example and should not impose any limitations on the functionality and scope of use of the embodiments of the present invention.

[0057] like Figure 6 As shown, the computer system 600 includes a central processing unit (CPU) 601, which can perform various appropriate actions and processes based on programs stored in read-only memory (ROM) 602 or programs loaded from storage section 608 into random access memory (RAM) 603. The RAM 603 also stores various programs and data required for the operation of the system 600. The CPU 601, ROM 602, and RAM 603 are interconnected via a bus 604. An input / output (I / O) interface 605 is also connected to the bus 604.

[0058] The following components are connected to I / O interface 605: an input section 606 including a keyboard, mouse, etc.; an output section 607 including a cathode ray tube (CRT), liquid crystal display (LCD), etc., and speakers, etc.; a storage section 608 including a hard disk, etc.; and a communication section 609 including a network interface card such as a LAN card, modem, etc. The communication section 609 performs communication processing via a network such as the Internet. A drive 610 is also connected to I / O interface 605 as needed. A removable medium 611, such as a disk, optical disk, magneto-optical disk, semiconductor memory, etc., is installed on drive 610 as needed so that computer programs read from it can be installed into storage section 608 as needed.

[0059] In particular, according to the embodiments disclosed in this invention, the processes described above with reference to the flowcharts can be implemented as computer software programs. For example, embodiments disclosed in this invention include a computer program product comprising a computer program carried on a computer-readable medium, the computer program containing program code for performing the methods shown in the flowcharts. In such embodiments, the computer program can be downloaded and installed from a network via communication section 609, and / or installed from removable medium 611. When the computer program is executed by central processing unit (CPU) 601, it performs the functions defined above in the system of this invention.

[0060] It should be noted that the computer-readable medium shown in this invention can be a computer-readable signal medium or a computer-readable storage medium, or any combination thereof. A computer-readable storage medium can be, for example,—but not limited to—an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof. More specific examples of a computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer disk, a hard disk, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM or flash memory), optical fiber, portable compact disk read-only memory (CD-ROM), optical storage device, magnetic storage device, or any suitable combination thereof. In this invention, a computer-readable storage medium can be any tangible medium containing or storing a program that can be used by or in conjunction with an instruction execution system, apparatus, or device. In this invention, a computer-readable signal medium can include a data signal propagated in baseband or as part of a carrier wave, carrying computer-readable program code. Such propagated data signals can take various forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination thereof. Computer-readable signal media can also be any computer-readable medium other than computer-readable storage media, which can send, propagate, or transmit a program for use by or in connection with an instruction execution system, apparatus, or device. The program code contained on the computer-readable medium can be transmitted using any suitable medium, including but not limited to: wireless, wire, optical fiber, RF, etc., or any suitable combination thereof.

[0061] The flowcharts and block diagrams in the accompanying drawings illustrate the architecture, functionality, and operation of possible implementations of systems, methods, and computer program products according to various embodiments of the present invention. In this regard, each block in a flowchart or block diagram may represent a module, segment, or portion of code containing one or more executable instructions for implementing a specified logical function. It should also be noted that in some alternative implementations, the functions indicated in the blocks may occur in a different order than those indicated in the drawings. For example, two consecutively indicated blocks may actually be executed substantially in parallel, and they may sometimes be executed in reverse order, depending on the functions involved. It should also be noted that each block in a block diagram or flowchart, and combinations of blocks in a block diagram or flowchart, may be implemented using a dedicated hardware-based system that performs the specified function or operation, or using a combination of dedicated hardware and computer instructions.

[0062] The modules described in the embodiments of the present invention can be implemented in software or in hardware. The described modules can also be located in a processor. For example, a processor includes module a, module b, and module c. The names of these modules do not necessarily limit the module itself; for example, module a can also be described as "aaa module".

[0063] In another aspect, the present invention also provides a computer-readable medium, which may be included in the device described in the above embodiments; or it may exist independently and not assembled into the device. The computer-readable medium carries one or more programs, which, when executed by the device, implement the following method: ...

[0064] Finally, it should be noted that the above embodiments are merely specific implementations of the present invention, used to illustrate the technical solutions of the present invention, and not to limit it. The scope of protection of the present invention is not limited thereto. Although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that any person skilled in the art can still modify or easily conceive of changes to the technical solutions described in the foregoing embodiments within the technical scope disclosed in the present invention, or make equivalent substitutions for some of the technical features; and these modifications, changes, or substitutions do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present invention, and should all be covered within the scope of protection of the present invention. Therefore, the scope of protection of the present invention should be determined by the scope of the claims.

Claims

1. A medical information processing method, characterized in that, include: Receive a request from a user to issue a sick leave certificate and obtain multi-source medical information corresponding to the user; The laboratory reports and / or imaging reports in the multi-source medical information are parsed to generate diagnostic information, and medical advice information is generated based on the diagnostic information and the consultation text in the multi-source medical information. Based on the consultation text, the user's chief complaint information is determined, and based on the chief complaint information, diagnostic information, and medical advice information, a sick leave certificate corresponding to the sick leave certificate issuance request is generated.

2. The method according to claim 1, characterized in that, Before receiving a user's request for a sick leave certificate, the process also includes: Receive a consultation request initiated by a user and determine the consultation scenario corresponding to the consultation request; In response to the consultation scenario being a report interpretation scenario, determine whether there are abnormal indicators in the test report and / or imaging report corresponding to the user. If so, display a sick leave application control in the user interface; or, In response to the fact that the consultation scenario is an independent consultation scenario, the system determines whether the user's chief complaint falls into a preset category based on the consultation records between the user and the medical staff. If so, a sick leave application control is displayed in the user interface; or... In response to the fact that the consultation scenario is a group consultation scenario, the user corresponding to the test report and / or imaging report with abnormal indicators in the group is determined according to the group session data, and the sick leave application control is displayed on the user interface.

3. The method according to claim 1, characterized in that, Based on the diagnostic information and the consultation text from multiple sources of medical information, medical advice information is generated, including: The suggested templates corresponding to the diagnostic information and consultation text are obtained by matching them in the pre-configured disease classification template library; Based on the user's corresponding doctor's historical consultation records, determine the doctor's common words and phrases; Based on the diagnostic information, consultation text, suggestion template, and the common words and phrases used by the consulting doctor, medical and nursing suggestion information is generated.

4. The method according to claim 1, characterized in that, After generating the sick leave certificate corresponding to the sick leave certificate issuance request, the process also includes: The sick leave certificate is pushed to the medical staff terminal, and in response to the medical staff terminal triggering the sick leave certificate confirmation control, the sick leave certificate is pushed to the user; In response to the editing operation performed on the sick leave certificate by the medical staff, the sick leave certificate is updated and the updated sick leave certificate is pushed to the user.

5. The method according to claim 1, characterized in that, After generating the sick leave certificate corresponding to the sick leave certificate issuance request, the process also includes: The reasonableness of the number of days of leave in the sick leave certificate is verified based on the pre-configured rule base and the sick leave certificate. The consistency of the sick leave certificate is verified based on the diagnostic information in the sick leave certificate and the abnormal indicators in the test report and / or imaging report. Verify the existence and validity of the doctor's signature on the sick leave slip; If the rationality check, consistency check, existence check, and validity check all pass, the sick leave certificate will be pushed to the user.

6. A medical information processing system, characterized in that, This includes the user end, the medical staff end, and the server end; The user terminal is used to initiate a sick leave certificate issuance request based on the sick leave certificate application control; The medical staff terminal is used to instruct the server to generate a sick leave certificate based on the sick leave certificate issuance request initiated by the user by triggering the sick leave certificate issuance control, and to edit the sick leave certificate returned by the server; The server is used to receive sick leave certificate requests initiated by users and obtain multi-source medical information corresponding to the user; The laboratory reports and / or imaging reports in the multi-source medical information are parsed to generate diagnostic information, and medical advice information is generated based on the diagnostic information and the consultation text in the multi-source medical information. Based on the consultation text, the user's chief complaint information is determined, and based on the chief complaint information, diagnostic information, and medical advice information, a sick leave certificate corresponding to the sick leave certificate issuance request is generated.

7. A medical information processing device, characterized in that, include: The receiving module is used to receive a sick leave certificate issuance request initiated by a user and obtain multi-source medical information corresponding to the user; The parsing module is used to parse the test reports and / or imaging reports in the multi-source medical information, generate diagnostic information, and generate medical advice information based on the diagnostic information and the consultation text in the multi-source medical information. The generation module is used to determine the user's chief complaint information based on the consultation text, and generate a sick leave certificate corresponding to the sick leave certificate issuance request based on the chief complaint information, diagnosis information and medical advice information.

8. An electronic device, characterized in that, include: One or more processors; Storage device for storing one or more programs. When the one or more programs are executed by the one or more processors, the one or more processors implement the method as described in any one of claims 1-5.

9. A computer-readable medium having a computer program stored thereon, characterized in that, When the program is executed by the processor, it implements the method as described in any one of claims 1-5.

10. A computer program product comprising a computer program that, when executed by a processor, implements the method according to any one of claims 1-5.

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