Method, device and electronic equipment for automatic generation of clinical pathway
By automatically reading and analyzing clinical path electronic templates, extracting and generating clinical paths, the problem of low clinical path generation efficiency in the existing technology is solved, and efficient automatic clinical path generation is achieved.
Patent Information
- Application Number
- CN202111359866.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2021-11-17
- Publication Date
- 2025-03-28
- Estimated Expiration
- 2041-11-17
AI Technical Summary
There are a large number of repeated pasting and copying operations in the generation process of existing clinical pathways, which leads to a large amount of time and energy consumption of pathway formulation personnel, reducing the efficiency of clinical pathway generation.
By reading the electronic template of clinical pathways, finding the format module content that meets the preset format, extracting clinical path information, and generating clinical paths based on this information, realizing automated generation.
There is no need to manually participate in the clinical pathway generation process, which greatly reduces the time of clinical pathway generation and improves the efficiency of clinical pathway generation.
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Figure CN114037430B_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of medical information technology, and in particular to a method, device and electronic equipment for automatically generating a clinical pathway. Background Art
[0002] Clinical pathways are an effective way to improve the quality of clinical medical care, improve medical quality, control medical costs, and improve medical efficiency. In recent years, a series of clinical pathway standards have been formulated in the hope of standardizing medical behavior, optimizing hospital resource allocation, and thus reasonably controlling medical expenses through clinical pathways.
[0003] The existing clinical pathways require pathway developers to manually enter pathway information into the clinical system based on the content of the pathway template electronic document. In the process of generating clinical pathways, there are a large number of repetitive operations such as pasting and copying, which consume most of the time and energy of pathway developers, thereby reducing the efficiency of clinical pathway generation. Summary of the invention
[0004] In view of this, an object of the present invention is to provide a method, device and electronic device for automatically generating a clinical pathway, so as to effectively improve the generation efficiency of the clinical pathway.
[0005] In a first aspect, an embodiment of the present invention provides a method for automatically generating a clinical pathway, wherein the method is applied to a clinical pathway system, and the method includes: reading a clinical pathway electronic template according to a file path; wherein the file path is a storage path of a file storing the clinical pathway electronic template; searching for format module content that conforms to a preset format from the clinical pathway electronic template; wherein the preset format includes an inpatient process format and a clinical pathway form format; extracting clinical pathway information from the format module content; and generating a clinical pathway based on the clinical pathway information.
[0006] The above-mentioned step of searching for format module content that conforms to a preset format from the electronic template of the clinical pathway includes: searching whether the electronic template of the clinical pathway carries a title paragraph with a title keyword corresponding to the title format; if so, searching for format module content that conforms to the preset format from the next paragraph to the last paragraph of the title paragraph; if not, generating a prompt instruction that the template structure is incomplete; and sending the prompt instruction to the client for prompting.
[0007] The above-mentioned format module content includes hospitalization process content and clinical pathway form; the step of searching for format module content that conforms to the preset format from the next paragraph of the title paragraph to the last paragraph includes: searching for the process starting paragraph carrying the process keyword corresponding to the hospitalization process format from the next paragraph of the title paragraph to the last paragraph; searching for the clinical pathway form carrying the form keyword corresponding to the clinical pathway form format from the starting paragraph to the last paragraph; determining the process starting paragraph to the previous paragraph of the clinical pathway form as the hospitalization process content.
[0008] The above clinical pathway information includes process clinical pathway information and form clinical pathway information; the step of extracting clinical pathway information from the format module content includes: extracting process clinical pathway information from the hospitalization process content; extracting form clinical pathway information from the clinical pathway form.
[0009] The above-mentioned step of extracting process clinical pathway information from the hospitalization process content includes: determining whether the hospitalization process content carries process clinical pathway information with preset process keywords; if so, extracting the process clinical pathway information from the hospitalization process content; storing the process clinical pathway information in the database of the clinical pathway system; if not, executing the step of generating a prompt instruction of incomplete template structure.
[0010] The above-mentioned process keywords include applicable object keywords, hospitalization day keywords and pathway standard keywords; the step of determining whether the hospitalization process content carries process clinical pathway information with preset process keywords includes: determining whether the hospitalization process content carries the object paragraph of the applicable object keyword, the hospitalization day paragraph of the hospitalization day keyword and the pathway standard paragraph of the pathway standard keyword.
[0011] The above-mentioned form clinical pathway information includes node object information and / or clinical information; the step of extracting the form clinical pathway information from the clinical pathway form includes: searching whether the clinical pathway form carries form information with a pathway node name keyword; if so, obtaining the pathway node object corresponding to the form information, and the node object information carried by the pathway node object; if clinical information corresponding to a preset form keyword is extracted from the clinical pathway form, the clinical information is added to the corresponding node object information, and the clinical information and the node object information are stored in the database of the clinical pathway system; wherein the preset form keyword includes at least one of the following: diagnosis and treatment work keywords, important medical order keywords, and nursing work keywords; if clinical information corresponding to a preset form keyword is not extracted from the clinical pathway form, the node object information carried by the pathway node object is stored in the database of the clinical pathway system; if not, executing the step of generating a prompt instruction for an incomplete template structure.
[0012] The above-mentioned step of generating a clinical pathway based on clinical pathway information includes: obtaining the patient's diagnosis content; searching for pathway information matching the diagnosis content from the process clinical pathway information and the form clinical pathway information; and generating a clinical pathway based on the pathway information.
[0013] In a second aspect, an embodiment of the present invention further provides a device for automatically generating a clinical pathway, wherein the device is applied to a clinical pathway system, and the device includes: a reading module, used to read the clinical pathway electronic template according to a file path; wherein the file path is a storage path of a file storing the clinical pathway electronic template; a search module, used to search for format module content that conforms to a preset format from the clinical pathway electronic template; wherein the preset format includes an inpatient process format and a clinical pathway form format; an extraction module, used to extract clinical pathway information from the format module content; and a generation module, used to generate a clinical pathway based on the clinical pathway information.
[0014] In a third aspect, an embodiment of the present invention further provides an electronic device, which includes a processor and a memory, the memory stores computer-executable instructions that can be executed by the processor, and the processor executes the computer-executable instructions to implement the above method.
[0015] The embodiments of the present invention bring the following beneficial effects:
[0016] The embodiment of the present application provides a method, device and electronic device for automatically generating a clinical pathway, wherein the clinical pathway electronic template is read according to the file path; wherein the file path is the storage path of the file storing the clinical pathway electronic template; the format module content that conforms to the preset format is searched from the clinical pathway electronic template; wherein the preset format includes the hospitalization process format and the clinical pathway form format; the clinical pathway information is extracted from the format module content; and the clinical pathway is generated based on the clinical pathway information. The present application can automatically generate a clinical pathway according to the clinical pathway electronic template without manual participation in the generation process of the clinical pathway, which can greatly reduce the time of clinical pathway generation and effectively improve the efficiency of clinical pathway generation.
[0017] Other features and advantages of the present invention will be described in the following description, and partly become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention are realized and obtained by the structures particularly pointed out in the description and the drawings.
[0018] In order to make the above-mentioned objects, features and advantages of the present invention more obvious and easy to understand, preferred embodiments are given below and described in detail with reference to the accompanying drawings. BRIEF DESCRIPTION OF THE DRAWINGS
[0019] 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 those skilled in the art, other drawings can be obtained based on these drawings without paying any creative work.
[0020] Figure 1 A flowchart of a method for automatically generating a clinical pathway provided by an embodiment of the present invention;
[0021] Figure 2 A flowchart of another method for automatically generating a clinical pathway provided by an embodiment of the present invention;
[0022] Figure 3 A schematic diagram of the structure of a device for automatically generating a clinical pathway provided by an embodiment of the present invention;
[0023] Figure 4 A schematic diagram of the structure of an electronic device provided by an embodiment of the present invention. DETAILED DESCRIPTION
[0024] In order to make the purpose, technical solution and advantages of the embodiments of the present invention clearer, the technical solution of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Obviously, the described embodiments are 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 those skilled in the art without creative work are within the scope of protection of the present invention.
[0025] Considering that there are a large number of repetitive operations such as pasting and copying in the existing process of generating clinical pathways, which consume most of the time and energy of pathway developers, thereby reducing the efficiency of clinical pathway generation; based on this, an embodiment of the present invention provides a method, device and electronic device for automatic generation of clinical pathways, which can automatically generate clinical pathways according to clinical pathway electronic templates without manual participation in the generation process of clinical pathways, which can greatly reduce the time of clinical pathway generation and effectively improve the efficiency of clinical pathway generation.
[0026] This embodiment provides a method for automatically generating a clinical pathway, wherein the method is applied to a clinical pathway system, see Figure 1 A flowchart of a method for automatically generating a clinical pathway is shown, and the method specifically comprises the following steps:
[0027] Step S102, reading the clinical pathway electronic template according to the file path;
[0028] Typically, the electronic template for the clinical pathway issued by the Ministry of Health is stored in the hard disk of the client computer. The above file path is the storage path of the file storing the electronic template for the clinical pathway. The electronic template for the clinical pathway stored in the hard disk can be obtained through the file path.
[0029] Step S104, searching the electronic template of the clinical pathway for format module content that conforms to a preset format; wherein the preset format includes an inpatient process format and a clinical pathway form format;
[0030] In actual use, the inpatient process format and the clinical pathway form format are preset formats that must be included in the clinical pathway electronic template. The clinical pathway is generated by the format module contents corresponding to these two formats. If the format module contents corresponding to the above two formats are not found in the clinical pathway electronic template, it means that the template of the clinical pathway electronic template is incomplete and the clinical pathway cannot be generated; the clinical pathway can only be generated when the format module contents corresponding to the above two formats are found.
[0031] Step S106, extracting clinical pathway information from the format module content;
[0032] The above clinical pathway information is the information required to generate a clinical pathway. The above clinical pathway information can be set according to actual needs and is not limited here.
[0033] Step S108: Generate a clinical pathway based on the clinical pathway information.
[0034] The embodiment of the present application provides a method for automatically generating a clinical pathway, wherein the clinical pathway electronic template is read according to the file path; wherein the file path is the storage path of the file storing the clinical pathway electronic template; the format module content that conforms to the preset format is searched from the clinical pathway electronic template; wherein the preset format includes the hospitalization process format and the clinical pathway form format; the clinical pathway information is extracted from the format module content; and the clinical pathway is generated based on the clinical pathway information. The present application can automatically generate a clinical pathway according to the clinical pathway electronic template without manual participation in the generation process of the clinical pathway, which can greatly reduce the time of clinical pathway generation and effectively improve the efficiency of clinical pathway generation.
[0035] This embodiment provides another method for automatically generating a clinical pathway, which is implemented on the basis of the above embodiment; this embodiment focuses on describing a specific implementation method for searching for format module content that conforms to a preset format. Figure 2 The flowchart of another method for automatically generating a clinical pathway is shown in FIG. 1 . The method for automatically generating a clinical pathway in this embodiment includes the following steps:
[0036] Step S202, reading the clinical pathway electronic template according to the file path;
[0037] Step S204, searching whether there is a title paragraph carrying a title keyword corresponding to the title format in the clinical pathway electronic template;
[0038] If yes, execute step S206, if no, execute steps S208-S210.
[0039] Step S206, searching for format module content that conforms to a preset format from the next paragraph to the last paragraph of the title paragraph;
[0040] Since the preset formats include the hospitalization process format and the clinical pathway form format, the format module contents found from the clinical pathway electronic template respectively include the hospitalization process contents corresponding to the hospitalization process format and the clinical pathway form corresponding to the clinical pathway form format; in this embodiment, the format module contents can be found through steps A1 to A3:
[0041] Step A1, searching for a process start paragraph carrying a process keyword corresponding to the hospitalization process format from the next paragraph to the last paragraph of the title paragraph;
[0042] Step A2, searching from the start paragraph to the end paragraph for a clinical pathway form that carries a form keyword corresponding to the clinical pathway form format;
[0043] Step A3, determine the process start paragraph to the previous paragraph of the clinical pathway form as the inpatient process content.
[0044] Typically, the first paragraph of the clinical pathway electronic template is read to determine whether the paragraph is in a title format and whether it includes the title keyword of the clinical pathway title. If so, it is determined to be a clinical title paragraph. The next paragraph is read. If the title paragraph has not been found in the previous paragraph, it is continued to determine whether it includes the clinical pathway title. If the clinical pathway title is found in the previous paragraph, it is determined whether the paragraph format is in the inpatient process format. If so, the paragraph is marked as the process start paragraph of the inpatient process content. If not, it is determined whether the paragraph is in the clinical pathway form format. If so, the previous paragraph of the paragraph is marked as the process end paragraph of the inpatient process content. All contents from the process start paragraph to the process end paragraph are determined as inpatient process content, and this paragraph is marked as a clinical pathway form. If not, the next paragraph is read. The above process is repeated until the last paragraph of the clinical pathway electronic template is read.
[0045] Step S208, generating a prompt instruction indicating that the template structure is incomplete;
[0046] Step S210, sending a prompt instruction to the client for prompting;
[0047] Step S212, extracting clinical pathway information from the format module content;
[0048] The above clinical pathway information includes process clinical pathway information and form clinical pathway information; the above information can be extracted through steps B1 to B2;
[0049] Step B1, extracting process clinical pathway information from the hospitalization process content;
[0050] The above step B1 can be implemented through steps C1 to C4:
[0051] Step C1, determining whether the hospitalization process content carries process clinical pathway information with a preset process keyword;
[0052] Since the above-mentioned process keywords include applicable object keywords, hospitalization day keywords and path standard keywords; therefore, it is necessary to separately determine whether the hospitalization process content carries the object paragraph of the applicable object keyword, the hospitalization day paragraph of the hospitalization day keyword and the path standard paragraph of the path standard keyword.
[0053] If it is determined that the applicable object keyword, hospitalization day keyword and path standard keyword are carried, step C2 is executed; if it is determined that at least one of the applicable object keyword, hospitalization day keyword and path standard keyword does not exist in the hospitalization process content, step C4 is executed.
[0054] Step C2, extracting process clinical pathway information from the hospitalization process content;
[0055] Continuing with the previous example, it is necessary to extract the process clinical pathway information from the hospitalization process content and extract the information corresponding to the applicable object keywords, hospitalization day keywords and pathway standard keywords respectively. This information is the process clinical pathway information.
[0056] Step C3, storing the process clinical pathway information in the database of the clinical pathway system;
[0057] The extraction process of the clinical pathway information of the above-mentioned process can be briefly described as follows: first, determine whether the hospitalization process content can be read. If so, determine whether the paragraph includes the applicable object keyword. If it does, first mark the paragraph as the applicable object paragraph and store it in the memory, and read the next paragraph to re-judge. If not, continue to determine whether the paragraph includes the hospitalization day keyword. If it does, first mark the paragraph as the hospitalization day paragraph and store it in the memory, and read the next paragraph to re-judge. If not, continue to determine whether the paragraph format includes the path standard keyword. If it does, first mark the paragraph as the path standard paragraph and store it in the memory, and then read the next paragraph to re-judge, and wait until all paragraphs are judged. If the information stored in the memory includes the clinical pathway information of the above-mentioned process, then store the clinical pathway information of the process in the database of the clinical pathway system.
[0058] Step C4, executing the step of generating a prompt instruction indicating that the template structure is incomplete.
[0059] Step B2, extracting form clinical pathway information from the clinical pathway form.
[0060] The process of step B2 above can be implemented by steps D1 to D5:
[0061] Step D1, searching whether the clinical pathway form contains form information with a pathway node name keyword;
[0062] For ease of explanation, Table 1 shows a schematic diagram of a clinical pathway form;
[0063] Table 1
[0064] Hospitalization days / day 1 2 3 4 Diagnosis and treatment work MClinical Information Clinical Information Important doctor's instructions KClinical Information Nursing work Clinical Information Clinical Information
[0065] Take the path node name keyword of hospitalization day as an example for explanation. Usually, after reading the clinical pathway form, first search whether the keyword of hospitalization day exists in the form. If it exists, execute step D2. If not, execute step D5.
[0066] Step D2, obtaining the path node object corresponding to the form information and the node object information carried by the path node object;
[0067] Continuing with the previous example, it can be seen from Table 1 that since the form contains the keyword "hospitalization day", the behavior path node object where the hospitalization day is located, the node object information carried by the path node object is 1 day, 2 days, 3 days and 4 days respectively.
[0068] Step D3, if clinical information corresponding to the preset form keyword is extracted from the clinical pathway form, the clinical information is added to the corresponding node object information, and the clinical information and the node object information are stored in the database of the clinical pathway system;
[0069] Among them, the preset form keywords include at least one of the following: diagnosis and treatment work keywords, important medical order keywords, and nursing work keywords. As can be seen from Table 1, since the form includes the above keywords, the clinical information of the row where the keyword is located can be added to the path node object. For example, the M clinical information of diagnosis and treatment work is added to the node object information 1 day, and the N clinical information is added to the node object information 2 days; the K clinical information of important medical orders is added to the node object information 2 days; the P clinical information of nursing work is added to the node object information 3 days, and the L clinical information is added to the node object information 4 days.
[0070] Step D4, if no clinical information corresponding to the preset form keyword is extracted from the clinical pathway form, the node object information carried by the pathway node object is stored in the database of the clinical pathway system;
[0071] It can be seen from this that the form clinical pathway information may include node object information and clinical information, or only node object information.
[0072] Step D5, executing the step of generating a prompt instruction indicating that the template structure is incomplete.
[0073] Step S214: Generate a clinical pathway based on the clinical pathway information.
[0074] The generation process of the clinical pathway is: obtaining the patient's diagnosis content; searching for pathway information matching the diagnosis content from the process clinical pathway information and the form clinical pathway information; and generating the clinical pathway based on the pathway information. This generation process is the same as the existing generation process of the clinical pathway, and will not be described in detail here.
[0075] The method for automatic generation of clinical pathways provided in the embodiments of the present application can automatically extract the information required for clinical pathway generation from the clinical pathway electronic template, so as to generate a corresponding clinical pathway based on the patient's diagnosis content. This process does not require human participation, thereby improving the accuracy and generation efficiency of the clinical pathway.
[0076] Corresponding to the above method embodiment, an embodiment of the present invention provides a device for automatically generating a clinical pathway, wherein the device is applied to a clinical pathway system. Figure 3 A schematic diagram of the structure of a device for automatically generating clinical pathways is shown. Figure 3 As shown, the device comprises:
[0077] A reading module 302 is used to read the clinical pathway electronic template according to a file path; wherein the file path is a storage path of a file storing the clinical pathway electronic template;
[0078] A search module 304 is used to search for format module content that conforms to a preset format from the clinical pathway electronic template; wherein the preset format includes an inpatient process format and a clinical pathway form format;
[0079] An extraction module 306, for extracting clinical pathway information from the format module content;
[0080] The generating module 308 is used to generate a clinical pathway based on the clinical pathway information.
[0081] The embodiment of the present application provides a device for automatically generating a clinical pathway, wherein the clinical pathway electronic template is read according to the file path; wherein the file path is the storage path of the file storing the clinical pathway electronic template; the format module content that conforms to the preset format is searched from the clinical pathway electronic template; wherein the preset format includes the hospitalization process format and the clinical pathway form format; the clinical pathway information is extracted from the format module content; and the clinical pathway is generated based on the clinical pathway information. The present application can automatically generate a clinical pathway according to the clinical pathway electronic template without manual participation in the generation process of the clinical pathway, which can greatly reduce the time of clinical pathway generation and effectively improve the efficiency of clinical pathway generation.
[0082] The device for automatically generating a clinical pathway provided in the embodiment of the present invention has the same technical features as the method for automatically generating a clinical pathway provided in the above embodiment, and therefore can also solve the same technical problems and achieve the same technical effects.
[0083] The present application also provides an electronic device, such as Figure 4 As shown, it is a schematic diagram of the structure of the electronic device, wherein the electronic device includes a processor 121 and a memory 120, the memory 120 stores computer executable instructions that can be executed by the processor 121, and the processor 121 executes the computer executable instructions to implement the above-mentioned method for automatic generation of clinical pathways.
[0084] exist Figure 4 In the illustrated embodiment, the electronic device further includes a bus 122 and a communication interface 123 , wherein the processor 121 , the communication interface 123 and the memory 120 are connected via the bus 122 .
[0085] Among them, the memory 120 may include a high-speed random access memory (RAM), and may also include a non-volatile memory (non-volatile memory), such as at least one disk storage. The communication connection between the system network element and at least one other network element is realized through at least one communication interface 123 (which can be wired or wireless), and the Internet, wide area network, local area network, metropolitan area network, etc. can be used. The bus 122 can be an ISA (Industry Standard Architecture) bus, a PCI (Peripheral Component Interconnect) bus or an EISA (Extended Industry Standard Architecture) bus, etc. The bus 122 can be divided into an address bus, a data bus, a control bus, etc. For ease of representation, Figure 4Only one bidirectional arrow is used in the diagram, but this does not mean that there is only one bus or only one type of bus.
[0086] The processor 121 may be an integrated circuit chip with signal processing capabilities. In the implementation process, each step of the above method can be completed by the hardware integrated logic circuit or software instructions in the processor 121. The above processor 121 can be a general-purpose processor, including a central processing unit (CPU), a network processor (NP), etc.; it can also be a digital signal processor (DSP), an application-specific integrated circuit (ASIC), a field-programmable gate array (FPGA) or other programmable logic devices, discrete gates or transistor logic devices, discrete hardware components. The general processor can be a microprocessor or the processor can also be any conventional processor. The steps of the method disclosed in the embodiment of the present application can be directly embodied as a hardware decoding processor to be executed, or the hardware and software modules in the decoding processor can be executed. The software module can be located in a mature storage medium in the field such as a random access memory, a flash memory, a read-only memory, a programmable read-only memory or an electrically erasable programmable memory, a register, etc. The storage medium is located in the memory, and the processor 121 reads the information in the memory and completes the steps of the method for automatically generating a clinical pathway in the aforementioned embodiment in combination with its hardware.
[0087] An embodiment of the present application also provides a computer-readable storage medium, which stores computer-executable instructions. When the computer-executable instructions are called and executed by a processor, the computer-executable instructions prompt the processor to implement the above-mentioned method for automatic generation of clinical pathways. The specific implementation can be found in the aforementioned method embodiment, which will not be repeated here.
[0088] The computer program product of the method, device and electronic device for automatically generating a clinical pathway provided in the embodiments of the present application includes a computer-readable storage medium storing program code. The instructions included in the program code can be used to execute the methods described in the previous method embodiments. For specific implementation, please refer to the method embodiments, which will not be repeated here.
[0089] Unless otherwise specifically stated, the relative steps, numerical expressions and values of the components and steps set forth in these embodiments do not limit the scope of the present application.
[0090] If the functions are implemented in the form of software functional units and sold or used as independent products, they can be stored in a non-volatile computer-readable storage medium that is executable by a processor. Based on this understanding, the technical solution of the present application, or the part that contributes to the prior art or the part of the technical solution, can be embodied in the form of a software product, which is stored in a storage medium and includes several instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present application. The aforementioned storage medium includes: various media that can store program codes, such as a USB flash drive, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk.
[0091] In the description of the present application, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", 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 application 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 limiting the present application. In addition, the terms "first", "second", and "secondary" are used for descriptive purposes only and cannot be understood as indicating or implying relative importance.
[0092] Finally, it should be noted that the above-described embodiments are only specific implementation methods of the present application, which are used to illustrate the technical solutions of the present application, rather than to limit them. The protection scope of the present application is not limited thereto. Although the present application is described in detail with reference to the above-described embodiments, ordinary technicians in the field should understand that any technician familiar with the technical field can still modify the technical solutions recorded in the above-described embodiments within the technical scope disclosed in the present application, or can easily think of changes, or make equivalent replacements for some of the technical features therein; and these modifications, changes or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present application, and should be included in the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
Claims
1. A method for automatically generating a clinical pathway, characterized in that: The method is applied to a clinical pathway system, and the method comprises: Reading the clinical pathway electronic template according to the file path; wherein the file path is the storage path of the file storing the clinical pathway electronic template; Searching for format module content that conforms to a preset format from the clinical pathway electronic template; wherein the preset format includes an inpatient process format and a clinical pathway form format; extracting clinical pathway information from the format module content; generating a clinical pathway based on the clinical pathway information; The step of searching the format module content that conforms to the preset format from the clinical pathway electronic template comprises: Searching whether the electronic template of the clinical pathway contains a title paragraph containing a title keyword corresponding to the title format; If yes, searching for format module content that conforms to the preset format from the next paragraph to the last paragraph of the title paragraph; If not, generate a prompt instruction that the template structure is incomplete; Sending the prompt instruction to the client for prompting; The format module content includes hospitalization process content and clinical pathway forms; The step of searching for format module content that conforms to a preset format from the next paragraph to the last paragraph of the title paragraph comprises: Searching for a process start paragraph carrying a process keyword corresponding to the hospitalization process format from the next paragraph to the last paragraph of the title paragraph; Searching from the starting paragraph to the last paragraph for a clinical pathway form having a form keyword corresponding to the clinical pathway form format; The starting paragraph of the process to the previous paragraph of the clinical pathway form is determined as the content of the hospitalization process.
2. The method according to claim 1, characterized in that The clinical pathway information includes process clinical pathway information and form clinical pathway information; The step of extracting clinical pathway information from the format module content comprises: Extracting process clinical pathway information from the hospitalization process content; Extract form clinical pathway information from the clinical pathway form.
3. The method according to claim 2, characterized in that The step of extracting process clinical pathway information from the hospitalization process content includes: Determine whether the hospitalization process content carries process clinical pathway information with preset process keywords; If yes, extract the clinical pathway information of the process from the content of the hospitalization process; Storing the process clinical pathway information in a database of the clinical pathway system; If not, the step of generating a prompt instruction indicating that the template structure is incomplete is executed.
4. The method according to claim 3, characterized in that The process keywords include applicable object keywords, hospitalization day keywords and path standard keywords; The step of determining whether the hospitalization process content carries process clinical pathway information with a preset process keyword includes: It is determined whether the hospitalization process content carries an object paragraph with an applicable object keyword, a hospitalization day paragraph with a hospitalization day keyword, and a path standard paragraph with a path standard keyword.
5. The method according to claim 2, characterized in that: The form clinical pathway information includes node object information and / or clinical information; The step of extracting form clinical pathway information from the clinical pathway form comprises: Searching whether the clinical pathway form contains form information containing a pathway node name keyword; If yes, obtain the path node object corresponding to the form information and the node object information carried by the path node object; If clinical information corresponding to a preset form keyword is extracted from the clinical pathway form, the clinical information is added to the corresponding node object information, and the clinical information and the node object information are stored in a database of the clinical pathway system; wherein the preset form keyword includes at least one of the following: diagnosis and treatment work keyword, important doctor's order keyword, nursing work keyword; If no clinical information corresponding to the preset form keyword is extracted from the clinical pathway form, storing the node object information carried by the pathway node object in a database of the clinical pathway system; If not, the step of generating a prompt instruction indicating that the template structure is incomplete is executed.
6. The method according to claim 2, characterized in that The step of generating a clinical pathway based on the clinical pathway information comprises: Obtain the patient's diagnosis; Searching for pathway information matching the diagnosis content from the process clinical pathway information and the form clinical pathway information; A clinical pathway is generated based on the pathway information.
7. A device for automatically generating a clinical pathway, characterized in that: The device is applied to a clinical pathway system, and comprises: A reading module, used to read the clinical pathway electronic template according to a file path; wherein the file path is a storage path of a file storing the clinical pathway electronic template; A search module, used to search for format module content that conforms to a preset format from the clinical pathway electronic template; wherein the preset format includes an inpatient process format and a clinical pathway form format; An extraction module, used for extracting clinical pathway information from the content of the format module; A generating module, used for generating a clinical pathway based on the clinical pathway information; The search module is further used to search whether the electronic template of the clinical pathway carries a title paragraph with a title keyword corresponding to the title format; if so, search for format module content that conforms to the preset format from the next paragraph to the last paragraph of the title paragraph; if not, generate a prompt instruction that the template structure is incomplete; and send the prompt instruction to the client for prompting; The format module content includes hospitalization process content and clinical pathway forms; The search module is also used to search for a process start paragraph carrying a process keyword corresponding to the hospitalization process format from the next paragraph to the last paragraph of the title paragraph; search for a clinical pathway form carrying a form keyword corresponding to the clinical pathway form format from the start paragraph to the last paragraph; and determine the process start paragraph to the previous paragraph of the clinical pathway form as the hospitalization process content.
8. An electronic device, characterized in that: The invention comprises a processor and a memory, wherein the memory stores computer executable instructions that can be executed by the processor, and the processor executes the computer executable instructions to implement the method according to any one of claims 1 to 6.
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