Method for obtaining traditional Chinese medicine data based on six-channel syndrome differentiation, storage medium, equipment and product

Abstract

The invention relates to the technical field of traditional Chinese medicine data processing, and particularly provides a method for obtaining traditional Chinese medicine data based on six-channel syndrome differentiation, a storage medium, equipment and a product. Matching the pathological keyword with a plurality of items of six-channel differentiation to obtain item information to which the physical symptom belongs; based on the item information, traditional Chinese medicine diagnosis and treatment data of the user are determined, and the traditional Chinese medicine diagnosis and treatment data comprise traditional Chinese medicine syndrome type information, traditional Chinese medicine treatment rules, six-channel syndrome differentiation results or recuperation prescriptions. Some embodiments of the application can automatically predict the traditional Chinese medicine diagnosis and treatment data for the user based on the six-channel syndrome differentiation, so that the user can know own conditions, and reference contents related to the six-channel syndrome differentiation can be provided for doctors.

Description

Technical Field

[0001] The present application relates to the technical field of traditional Chinese medicine data processing, and in particular, to a method, storage medium, device and product for obtaining traditional Chinese medicine data based on six-channel syndrome differentiation. Background Art

[0002] Six-Jing Syndrome Differentiation is one of the methods of syndrome differentiation of exogenous diseases in traditional Chinese medicine. It is based on the six meridians, namely, Taiyang, Yangming, Shaoyang, Taiyin, Shaoyin and Jueyin, and summarizes the various syndromes manifested in the evolution of exogenous diseases, so as to determine the location, nature, and strength of the lesions, and provide a basis for treatment. Since Six-Jing Syndrome Differentiation exists in the form of ancient texts, doctors can only rely on their own experience and reading relevant materials when using Six-Jing Syndrome Differentiation to diagnose users, and doctors with less experience cannot use Six-Jing Syndrome Differentiation to make diagnoses.

[0003] Therefore, how to provide a high-precision auxiliary technical solution for the method of obtaining traditional Chinese medicine data based on six-channel syndrome differentiation has become a technical problem that needs to be solved urgently. Summary of the invention

[0004] The purpose of some embodiments of the present application is to provide a method, storage medium, device and product for obtaining TCM data based on Six-Jing Syndrome Differentiation. The technical solutions of the embodiments of the present application can provide doctors with TCM diagnosis and treatment data with high reliability related to Six-Jing Syndrome Differentiation, assisting doctors in using Six-Jing Syndrome Differentiation to make accurate diagnoses of users.

[0005] In a first aspect, some embodiments of the present application provide a method for obtaining TCM data based on Six-Jing Syndrome Differentiation, comprising: obtaining pathological keywords that correspond to the user's physical symptoms; obtaining item information to which the physical symptoms belong by matching the pathological keywords with multiple items of Six-Jing Syndrome Differentiation; and determining the user's TCM diagnosis and treatment data based on the item information, wherein the TCM diagnosis and treatment data includes: TCM syndrome type information, TCM treatment principles, Six-Jing Syndrome Differentiation results, or treatment prescriptions.

[0006] Some embodiments of the present application match the pathological keywords related to the user from multiple entries of Six-Jing Syndrome Differentiation to the item information to which the keyword belongs, and finally determine the user's TCM diagnosis and treatment data through the item information. Some embodiments of the present application can automatically determine the user's TCM diagnosis and treatment data based on Six-Jing Syndrome Differentiation, and can provide doctors with auxiliary reference suggestions related to Six-Jing Syndrome Differentiation, and assist doctors in using Six-Jing Syndrome Differentiation to accurately diagnose users.

[0007] In some embodiments, obtaining the pathological keywords that match the user's physical symptoms includes: obtaining the initial keywords corresponding to the user's physical symptoms and the first pathological information corresponding to the initial keywords; based on the user's characteristic information, obtaining characteristic keyword information and the second pathological information corresponding to the characteristic keyword information, where the characteristic information includes: the user's tongue image information, facial information, pulse condition information, or palm information; based on the first pathological information and the second pathological information, determining the pathological keywords from the initial keywords or the characteristic keyword information.

[0008] Some embodiments of the present application compare the first pathological information related to the user's physical symptoms with the second pathological information corresponding to the user's characteristic information to determine the pathological keywords that best characterize the user's condition, so as to obtain relatively accurate traditional Chinese medicine diagnosis and treatment data of the user.

[0009] In some embodiments, based on the first pathological information and the second pathological information, determining the pathological keywords from the initial keywords or the characteristic keyword information includes: using the keywords corresponding to the same pathological information description in the first pathological information and the second pathological information as the pathological keywords, where the keywords are from the initial keywords or the characteristic keywords.

[0010] Some embodiments of the present application use the keywords that are the same in the first pathological information and the second pathological information as the pathological keywords to improve the accuracy of predicting the user's diagnosis and treatment data.

[0011] In some embodiments, obtaining the initial keywords corresponding to the user's physical symptoms and the first pathological information corresponding to the initial keywords includes: segmenting the text description content corresponding to the user's physical symptoms to obtain the initial keywords; matching the first pathological information corresponding to the initial keywords from a pathological database.

[0012] Some embodiments of the present application segment the text description of the user's physical symptoms to obtain the initial keywords, and then match the first pathological information to obtain the user's actual physical condition, providing data support for subsequent data processing.

[0013] In some embodiments, the characteristic information is obtained by the following method: obtaining characteristic images collected by a tongue, face, pulse, and palm collection device, where the characteristic images include: the user's tongue image, facial image, pulse condition image, or palm image; performing feature extraction on the characteristic images to obtain the characteristic information.

[0014] Some embodiments of the present application perform feature extraction on the collected characteristic images to obtain the characteristic information, so as to facilitate the accurate prediction of the user's diagnosis and treatment data.

[0015] In some embodiments, matching the pathological keywords with multiple entries of the six-meridian syndrome differentiation to obtain the entry information to which the physical symptoms belong includes: obtaining the matching scores of the pathological keywords with each of the multiple entries; and taking the entry with the highest matching score among the matching scores of each entry as the entry information.

[0016] Some embodiments of the present application obtain entry information by matching pathological keywords with multiple entries, achieving the purpose of intelligent diagnosis of users using the six-meridian syndrome differentiation.

[0017] In some embodiments, determining the traditional Chinese medicine diagnosis and treatment data of the user based on the entry information includes: matching the entry information with the traditional Chinese medicine data in the database to obtain a preliminary diagnosis and treatment result; and adjusting the preliminary diagnosis and treatment result using the medical information corresponding to the second pathological information to obtain the traditional Chinese medicine diagnosis and treatment data.

[0018] After some embodiments of the present application match the entry information to obtain a preliminary diagnosis and treatment result, the second pathological information can be used to adjust the preliminary diagnosis and treatment result to obtain the traditional Chinese medicine diagnosis and treatment data, improving the accuracy of the six-meridian syndrome differentiation diagnosis and providing accurate reference content for doctors.

[0019] In a second aspect, some embodiments of the present application provide a device for obtaining traditional Chinese medicine data based on the six-meridian syndrome differentiation, including: an acquisition module for acquiring pathological keywords that match the physical symptoms of a user; a matching module for matching the pathological keywords with multiple entries of the six-meridian syndrome differentiation to obtain the entry information to which the physical symptoms belong; and a diagnosis and treatment module for determining the traditional Chinese medicine diagnosis and treatment data of the user based on the entry information, where the traditional Chinese medicine diagnosis and treatment data includes: traditional Chinese medicine syndrome type information, traditional Chinese medicine treatment principles, six-meridian syndrome differentiation results, or recuperation prescriptions.

[0020] In a third aspect, some embodiments of the present application provide a computer-readable storage medium, on which a computer program is stored, and when the program is executed by a processor, the method described in any embodiment of the first aspect can be implemented.

[0021] In a fourth aspect, some embodiments of the present application provide an electronic device, including a memory, a processor, and a computer program stored on the memory and executable on the processor, where when the processor executes the program, the method described in any embodiment of the first aspect can be implemented.

[0022] In a fifth aspect, some embodiments of the present application provide a computer program product, where the computer program product includes a computer program, and when the computer program is executed by a processor, the method described in any embodiment of the first aspect can be implemented. Description of the Drawings

[0023] To more clearly illustrate the technical solutions of some embodiments of the present application, the following will briefly introduce the accompanying drawings required for use in some embodiments of the present application. It should be understood that the following drawings only show certain embodiments of the present application and should not be regarded as limiting the scope. For those of ordinary skill in the art, without creative efforts, other related drawings can also be obtained based on these drawings.

[0024] Figure 1 System diagram for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation provided for some embodiments of the present application;

[0025] Figure 2 One of the method flowcharts for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation provided for some embodiments of the present application;

[0026] Figure 3 Another method flowchart for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation provided for some embodiments of the present application;

[0027] Figure 4 Block diagram of the device for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation provided for some embodiments of the present application;

[0028] Figure 5 Schematic diagram of an electronic device provided for some embodiments of the present application. Detailed implementation manners

[0029] The following will describe the technical solutions in some embodiments of the present application in conjunction with the accompanying drawings in some embodiments of the present application.

[0030] It should be noted that: Similar reference numerals and letters represent similar items in the following drawings. Therefore, once an item is defined in one drawing, it does not need to be further defined and explained in subsequent drawings. At the same time, in the description of the present application, terms such as "first", "second", etc. are only used for distinguishing descriptions and cannot be understood as indicating or implying relative importance.

[0031] In the related art, when a traditional Chinese medicine doctor wants to perform six-meridian syndrome differentiation on a user, he can only rely on experience and consult relevant materials; moreover, the requirements for traditional Chinese medicine doctors themselves for six-meridian syndrome differentiation are relatively strict. Therefore, it takes a traditional Chinese medicine doctor a lot of time to consult materials to give results. However, traditional Chinese medicine knowledge is relatively complex and there is a lot of prescription content. Usually, traditional Chinese medicine doctors cannot master most of the prescriptions, and using six-meridian syndrome differentiation cannot prescribe a more suitable prescription for the user according to the symptoms. And traditional Chinese medicine doctors with less experience have limited ability to master six-meridian syndrome differentiation knowledge and cannot use six-meridian syndrome differentiation to accurately diagnose users.

[0032] As can be seen from the above related technologies, in the prior art, traditional Chinese medicine doctors cannot accurately use the six-meridian syndrome differentiation to diagnose users, and the related technologies also cannot provide effective suggestions related to the use of six-meridian syndrome differentiation diagnosis for traditional Chinese medicine doctors.

[0033] In view of this, some embodiments of the present application provide a method for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation. This method can match the obtained pathological keywords of the user with multiple entries of six-meridian syndrome differentiation to obtain entry information characterizing the user's situation; finally, determine the traditional Chinese medicine diagnosis and treatment data for the user based on the entry information. Some embodiments of the present application can automatically use six-meridian syndrome differentiation to diagnose users, obtain traditional Chinese medicine diagnosis and treatment data under six-meridian syndrome differentiation, provide effective suggestions related to the use of six-meridian syndrome differentiation diagnosis for traditional Chinese medicine doctors, assist traditional Chinese medicine doctors in using six-meridian syndrome differentiation to conduct inquiries on users, and facilitate traditional Chinese medicine doctors to learn six-meridian syndrome differentiation.

[0034] The following will Figure 1 exemplarily elaborate on the overall composition structure of the system for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation provided by some embodiments of the present application.

[0035] As Figure 1 shown, some embodiments of the present application provide a system for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation. The system for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation may include: a terminal 100 and a server 200. Among them, the terminal 100 can send the text description content or initial keywords of the user's physical symptoms to the server 200, and the terminal 100 sends the feature image collected by the tongue, face, pulse, and palm collection device to the server 200; or the tongue, face, and pulse diagnosis collection device can directly send the feature image to the server 200.

[0036] The server 200 matches the initial keywords to obtain the first pathological information; extracts and analyzes the feature image to obtain the second pathological information, and determines the pathological keywords of the user based on these two. Then, through the pathological keywords, entry information that matches the user can be found from six-meridian syndrome differentiation, and the traditional Chinese medicine diagnosis and treatment data of the user are determined based on the entry information.

[0037] In some embodiments of the present application, the terminal 100 can be a mobile terminal or a non-portable computer terminal, and the embodiments of the present application do not make specific limitations here.

[0038] The following will Figure 2 exemplarily elaborate on the implementation process of obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation executed by the server 200 provided by some embodiments of the present application.

[0039] Please refer to the Figure 2 , Figure 2A method flowchart for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation provided for some embodiments of the present application. The method for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation may include:

[0040] S210. Obtain pathological keywords that match the user's physical symptoms.

[0041] For example, in some embodiments of the present application, since different users have different physical conditions, it is necessary to first obtain pathological keywords that match the user before subsequent diagnosis using six-meridian syndrome differentiation.

[0042] In some embodiments of the present application, S210 may include:

[0043] S211. Obtain initial keywords corresponding to the user's physical symptoms and first pathological information corresponding to the initial keywords.

[0044] For example, in some embodiments of the present application, an experienced traditional Chinese medicine doctor can summarize the relevant content of the user's described physical condition and extract initial keywords representing the user's physical condition. For example, if the user describes their physical condition as "I have always had abdominal distension recently, feel loss of appetite, and also feel weak all over", the traditional Chinese medicine doctor can input the initial keywords "abdominal distension, loss of appetite, weak all over" on the terminal 100. After the server 200 obtains these initial keywords, it matches the corresponding first pathological information in the pathological database.

[0045] In other embodiments, S211 may further include: segmenting the text description content corresponding to the user's physical symptoms to obtain the initial keywords; and matching the first pathological information corresponding to the initial keywords from the pathological database.

[0046] For example, in some embodiments of the present application, a traditional Chinese medicine doctor or the user can input the text description content corresponding to the user's chief complaint of physical symptoms (or referred to as the chief complaint content) on the terminal 100. After the server 200 obtains the text description content, it extracts the initial keywords in the chief complaint content through a semantic segmentation model. For example, using the "Chinese-BERT" semantic segmentation model to effectively capture the semantic information of the chief complaint content and obtain the initial keywords in the content. Then, the corresponding first pathological information is matched in the pathological database. One keyword corresponds to one piece of pathological information. In addition to using the "Chinese-BERT" semantic segmentation model, segmentation models such as "ERNIE", "TextRank", "Term Frequency-Inverse Document Frequency", "BiLSTM+CRF", "Spacy+custom entity recognition model", "GPT series", "FastText", etc. can also be used. The embodiments of the present application are not limited thereto.

[0047] Among them, the pathological database stores the pathological significance (i.e., pathological information) corresponding to each of a variety of keywords. The pathological significance characterizes the process and principle of the occurrence and development of diseases, including the causes, pathogenesis, and changes and their laws in the structure, function, and metabolism of cells, tissues, and organs during the course of the disease. When performing matching, the corresponding pathological significance can be detected using the initial keyword as the retrieval condition.

[0048] S212. Based on the user's characteristic information, obtain characteristic keyword information and the second pathological information corresponding to the characteristic keyword information. The characteristic information includes: the user's tongue image information, facial information, pulse condition information, or palm information. Among them, the characteristic information is obtained through the following method: obtain a characteristic image collected by a tongue, face, pulse, and palm collection device, where the characteristic image includes: the user's tongue image, facial image, pulse condition image, or palm image; perform feature extraction on the characteristic image to obtain the characteristic information.

[0049] For example, in some embodiments of the present application, a tongue, face, pulse, and palm collection device connected to the terminal 100 or the server 200 is used to collect images of at least one of the user's tongue, face, pulse condition, and palm to obtain a characteristic image. An AI big data model is used to extract the characteristic image to obtain the corresponding characteristic information. By analyzing the content in the characteristic information, characteristic keywords and the corresponding second pathological information can be obtained; the second pathological information can also be obtained by matching with the characteristic keywords in the pathological database. It should be noted that the characteristic keywords and the second pathological information can also be output directly by analyzing the characteristic image through a trained AI model. The embodiments of the present application are not limited thereto.

[0050] It should be understood that different recognition rules are set in different AI big data models to facilitate obtaining the user's characteristic information. For example, for an AI model that recognizes tongue images, a tongue surface detection rule is deployed inside it. For example, the tongue quality includes classifications such as pale white, light red, red and descending, cyanotic and purple, etc. Through the method of feature point detection, which categories of tongue quality exist can be marked and expressed in the form of text description in the output tongue image information. Correspondingly, corresponding recognition rules are also set inside the AI models corresponding to the face, pulse condition, and palm. The specific recognition rules can be flexibly set according to the following characteristic information to be detected.

[0051] For example, tongue image information may include, but is not limited to, information about the tongue coating, tongue body, tongue shape, and sublingual veins, etc., which can be used for diagnosis. Facial information can be obtained by performing image recognition on the user's facial image. Facial information includes, but is not limited to, information about facial complexion, acne, and spots, etc., which can be used for diagnosis. Pulse condition information can be obtained by collecting data through the pulse sensor of the tongue surface pulse palm collection device. Pulse condition information includes, but is not limited to, cun pulse information, guan pulse information, and chi pulse information, etc., which can be used for diagnosis. Palm information can be obtained by performing image recognition on the user's palm. Palm information includes, but is not limited to, information about palm shape and palm color, etc., which can be used for diagnosis. It can be understood that the specific information contained in tongue image information, facial information, pulse condition information, and palm information can be flexibly set and recognized according to the actual application scenario, and the embodiments of the present application are not limited thereto.

[0052] S213. Based on the first pathological information and the second pathological information, determine the pathological keyword from the initial keyword or the feature keyword information.

[0053] For example, in some embodiments of the present application, the first pathological information and the second pathological information obtained by different methods are compared to determine the pathological keyword that best suits the user.

[0054] In some embodiments of the present application, S213 may include: using the keyword corresponding to the same pathological information description in the first pathological information and the second pathological information as the pathological keyword, where the keyword is derived from the initial keyword or the feature keyword.

[0055] For example, in some embodiments of the present application, the first pathological information and the second pathological information are compared, the pathological information with consistent descriptions is retained, and the inconsistent pathological information is removed. Finally, the keyword corresponding to the retained pathological information is used as the pathological keyword. Among them, the pathological keyword can be selected from the initial keyword or the feature keyword. It should be understood that the pathological information corresponding to the pathological keyword is the same, but there may be slight differences in the word names in the initial keyword or the feature keyword, but it does not affect the accurate matching of the subsequent six-meridian syndrome differentiation entries.

[0056] S220. Match the pathological keyword with multiple entries of the six-meridian syndrome differentiation to obtain the entry information to which the body symptom belongs.

[0057] For example, in some embodiments of the present application, each entry in the multiple entries of the six-meridian syndrome differentiation may correspond to an entry keyword. By matching the pathological keyword and the entry keyword, the entry information characterizing the user's body symptom is determined.

[0058] In some embodiments of the present application, S220 may include: obtaining the matching scores between the pathological keyword and each of the multiple entries; and taking the entry with the highest matching score among the matching scores of each entry as the entry information.

[0059] For example, in some embodiments of the present application, different weight scores are respectively set for the entry keywords under each entry. By matching the pathological keyword with the entry keywords under each entry, the matching scores are determined, and the entry with the largest matching score is taken as the entry information most suitable for the user.

[0060] For example, there are 10 entry keywords under each entry, namely keyword 1 to keyword 10; among them, the weight scores of keyword 1 and keyword 2 are 5; the weight scores of keyword 3 and keyword 4 are 4; the weight scores of keyword 5 and keyword 6 are 3; the weight scores of keyword 7 and keyword 8 are 2; the weight scores of keyword 9 and keyword 10 are 1. Suppose the pathological keyword hits keyword 2 and keyword 5, and at this time the matching score is 5 + 3 = 8. Through the corresponding weight scores of the pathological keyword in different entries, a series of matching scores are calculated by addition, and the one with the largest matching score corresponding to each entry is selected as the most suitable and unique entry information.

[0061] It should be noted that the entry information may contain one most suitable and unique entry, or may contain multiple entries with relatively high matching scores for subsequent determination of traditional Chinese medicine diagnosis and treatment data. The embodiments of the present application do not make specific limitations here.

[0062] It should be understood that the number and weight scores of the entry keywords under each entry can be set according to the application scenario, and the embodiments of the present application do not make specific limitations here.

[0063] S230, based on the entry information, determine the traditional Chinese medicine diagnosis and treatment data of the user, where the traditional Chinese medicine diagnosis and treatment data includes: traditional Chinese medicine syndrome type information, traditional Chinese medicine treatment principles, six-meridian syndrome differentiation results, or recuperation prescriptions.

[0064] For example, in some embodiments of the present application, after obtaining the entry information of the user in six-meridian syndrome differentiation, one or more of the syndromes related to the user (as a specific example of traditional Chinese medicine syndrome type information, such as: spleen deficiency with excessive water), treatment principles (as a specific example of traditional Chinese medicine treatment principles, such as: tonifying the spleen and promoting qi circulation), six-meridian syndrome differentiation results (such as: taiyang disease), and prescriptions (as a specific example of recuperation prescriptions, Magnolia officinalis, Zingiber officinale, Pinellia ternata, Glycyrrhiza glabra, Ginseng Decoction) can be matched in the database, and these can be used as the final traditional Chinese medicine diagnosis and treatment data.

[0065] In some embodiments of the present application, S230 may further include: matching the entry information with the traditional Chinese medicine data in the database to obtain a preliminary diagnosis and treatment result; and adjusting the preliminary diagnosis and treatment result by using the medical information corresponding to the second pathological information to obtain the traditional Chinese medicine diagnosis and treatment data.

[0066] For example, in some embodiments of the present application, the syndrome type, treatment principle, six-meridian syndrome differentiation result, and prescription matched in the database with the entry information are used as the preliminary diagnosis and treatment result. Then, the prescription in the preliminary diagnosis and treatment result is adjusted (for example, modifying the content or dosage of the prescription) by using the second pathological information corresponding to the above-mentioned tongue, face, pulse, and palm feature information to obtain the final traditional Chinese medicine diagnosis and treatment data.

[0067] For example, the feature information of the tongue, face, pulse, and palm may include multiple entries (as a specific example of the feature keywords), and each entry will have a corresponding pathological significance (as a specific example of the second pathological information). The pathological significance is compared in the medical-related database to obtain the medical information for this pathological significance. The content and dosage of the prescription are adjusted by using the medical information (for example, if the tongue color is severely white and greasy, corresponding to a more severe water excess, the ginger dosage is adjusted from 8g to 10g). The inaccurate content in the syndrome type and treatment principle can also be fine-tuned, and the embodiments of the present application are not limited thereto.

[0068] Finally, the latest prescription generated from the adjusted prescription and other data (that is, the traditional Chinese medicine diagnosis and treatment data) can be displayed on the system page of the terminal 100 for the doctor to refer to. The doctor can continue to adjust the prescription content according to the actual medical condition of the user, increasing or decreasing it to generate the most suitable final prescription for the user to take. The prescription generated by the method based on six-meridian syndrome differentiation in the present application can provide auxiliary opinions for the doctor to assist the doctor in generating the most suitable prescription, thereby improving the medical efficiency of the user.

[0069] The following Figure 3 exemplarily elaborates the specific process of obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation provided by some embodiments of the present application.

[0070] Please refer to the Figure 3 , Figure 3 which is a flowchart of a method for obtaining traditional Chinese medicine data based on six-meridian syndrome differentiation provided by some embodiments of the present application.

[0071] The following exemplarily elaborates the above process.

[0072] S310, segment the text description content corresponding to the user's physical symptoms to obtain initial keywords.

[0073] S320, match the first pathological information corresponding to the initial keywords from the pathological database.

[0074] S330, obtaining a feature image of the user collected by a tongue, face, pulse and palm collection device.

[0075] S340, extracting and analyzing the characteristic image to obtain characteristic keyword information and second pathological information corresponding to the characteristic keyword information.

[0076] S350: Using keywords corresponding to the same pathological information description in the first pathological information and the second pathological information as pathological keywords.

[0077] S360, matches the pathological keywords with multiple entries of Six-Jing Syndrome Differentiation to obtain the entry information to which the user's physical symptoms belong.

[0078] S370, matching the entry information with the TCM data in the database to obtain a preliminary diagnosis and treatment result.

[0079] S380, adjusting the preliminary diagnosis and treatment result using the medical information corresponding to the second pathological information to obtain TCM diagnosis and treatment data.

[0080] It should be noted that the execution order of the steps of S310-320, S330-S340 for obtaining the first pathological information and the second pathological information can be flexibly adjusted, and the embodiment of the present application is not specifically limited here. The specific implementation process of S310-S380 can refer to the method embodiment provided above, and the detailed description is appropriately omitted here to avoid repetition.

[0081] Please refer to Figure 4 , Figure 4 The block diagram of the composition of the device for obtaining TCM data based on Six-Jing syndrome differentiation provided by some embodiments of the present application is shown. It should be understood that the device for obtaining TCM data based on Six-Jing syndrome differentiation corresponds to the above method embodiment and can execute each step involved in the above method embodiment. The specific functions of the device for obtaining TCM data based on Six-Jing syndrome differentiation can be found in the description above. To avoid repetition, the detailed description is appropriately omitted here.

[0082] Figure 4 The device for acquiring TCM data based on Six-Jing syndrome differentiation includes at least one software function module that can be stored in a memory in the form of software or firmware or solidified in the device for acquiring TCM data based on Six-Jing syndrome differentiation. The device for acquiring TCM data based on Six-Jing syndrome differentiation includes: an acquisition module 410, used to acquire pathological keywords consistent with the user's physical symptoms; a matching module 420, used to match the pathological keywords with multiple entries of Six-Jing syndrome differentiation to acquire entry information to which the physical symptoms belong; a diagnosis and treatment module 430, used to determine the user's TCM diagnosis and treatment data based on the entry information, wherein the TCM diagnosis and treatment data includes: TCM syndrome type information, TCM treatment principles, Six-Jing syndrome differentiation results or treatment prescriptions.

[0083] In some embodiments of the present application, an acquisition module 410 is configured to acquire an initial keyword corresponding to the user's physical symptoms and first pathological information corresponding to the initial keyword; based on the user's characteristic information, obtain characteristic keyword information and second pathological information corresponding to the characteristic keyword information, where the characteristic information includes: the user's tongue image information, facial information, pulse condition information, or palm information; based on the first pathological information and the second pathological information, determine the pathological keyword from the initial keyword or the characteristic keyword information.

[0084] In some embodiments of the present application, the acquisition module 410 is configured to use, as the pathological keyword, the keyword corresponding to the same pathological information description in the first pathological information and the second pathological information, where the keyword is derived from the initial keyword or the characteristic keyword.

[0085] In some embodiments of the present application, the acquisition module 410 is configured to segment the text description content corresponding to the user's physical symptoms to obtain the initial keyword; match the first pathological information corresponding to the initial keyword from a pathological database.

[0086] In some embodiments of the present application, the acquisition module 410 is configured to acquire a characteristic image collected by a tongue-surface-pulse-palm acquisition device, where the characteristic image includes: the user's tongue image, facial image, pulse condition image, or palm image; perform feature extraction on the characteristic image to obtain the characteristic information.

[0087] In some embodiments of the present application, a matching module 420 is configured to obtain a matching score between the pathological keyword and each of the multiple entries; use the entry with the highest matching score among the matching scores of each entry as the entry information.

[0088] In some embodiments of the present application, a diagnosis and treatment module 430 is configured to match the entry information with traditional Chinese medicine data in a database to obtain a preliminary diagnosis and treatment result; adjust the preliminary diagnosis and treatment result using the medical information corresponding to the second pathological information to obtain the traditional Chinese medicine diagnosis and treatment data.

[0089] Those skilled in the art can clearly understand that for the convenience and brevity of description, the specific working process of the above-described device can refer to the corresponding process in the foregoing method, and will not be elaborated herein.

[0090] Some embodiments of the present application further provide a computer-readable storage medium, on which a computer program is stored, and when the program is executed by a processor, it can implement the operations corresponding to the methods in any of the above embodiments provided in the above embodiments.

[0091] Some embodiments of the present application also provide a computer program product, where the computer program product includes a computer program, and when the computer program is executed by a processor, it can implement the operations corresponding to any of the methods provided in the above embodiments of the above methods.

[0092] As Figure 5 As shown, some embodiments of the present application provide an electronic device 500, and the electronic device 500 includes: a memory 510, a processor 520, and a computer program stored on the memory 510 and executable on the processor 520. When the processor 520 reads the program from the memory 510 through a bus 530 and executes the program, it can implement the method of any of the above embodiments.

[0093] The processor 520 can process digital signals and can include various computing architectures. For example, a complex instruction set computer architecture, a reduced instruction set computer architecture, or an architecture that implements a combination of multiple instruction sets. In some examples, the processor 520 can be a microprocessor.

[0094] The memory 510 can be used to store instructions executed by the processor 520 or data related to the execution of the instructions. These instructions and / or data can include code for implementing some or all of the functions of one or more modules described in the embodiments of the present application. The processor 520 of the present disclosure embodiment can be used to execute the instructions in the memory 510 to implement the method shown above. The memory 510 includes a dynamic random access memory, a static random access memory, a flash memory, an optical memory, or other memories well known to those skilled in the art.

[0095] The above is only the embodiments of the present application and is not intended to limit the protection scope of the present application. For those skilled in the art, the present application can have various changes and modifications. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principle of the present application shall be included in the protection scope of the present application. It should be noted that similar reference numerals and letters indicate similar items in the following drawings. Therefore, once an item is defined in one drawing, it does not need to be further defined and explained in subsequent drawings.

[0096] The above is only the specific implementation manners of the present application, but the protection scope of the present application is not limited thereto. Any person skilled in the art can easily think of changes or replacements within the technical scope disclosed by the present application, and all of them should be covered by 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.

[0097] Note that in this document, relational terms such as first and second are used solely to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any actual relationship or order between these entities or operations. Moreover, the terms "comprises," "comprising," or any other variation thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements that are inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the statement "comprising an..." does not exclude the presence of additional identical elements in the process, method, article, or apparatus that comprises the element.

Claims

1. A method for obtaining traditional Chinese medicine data based on six meridians differentiation, characterized in that: include: Obtain pathological keywords that match the user's physical symptoms; By matching the pathological keywords with multiple entries of Six-Jing Syndrome Differentiation, the entry information to which the physical symptoms belong is obtained; Based on the entry information, the TCM diagnosis and treatment data of the user is determined, wherein the TCM diagnosis and treatment data includes: TCM syndrome type information, TCM treatment principles, six-channel syndrome differentiation results or treatment prescriptions.

2. The method according to claim 1, characterized in that The obtaining of pathological keywords consistent with the user's physical symptoms includes: Acquire an initial keyword corresponding to the user's physical symptom and first pathological information corresponding to the initial keyword; Based on the characteristic information of the user, characteristic keyword information and second pathological information corresponding to the characteristic keyword information are obtained, wherein the characteristic information includes: tongue information, facial information, pulse information or palm information of the user; The pathology keyword is determined from the initial keyword or the characteristic keyword information based on the first pathology information and the second pathology information.

3. The method according to claim 2, characterized in that The determining the pathology keyword from the initial keyword or the characteristic keyword information based on the first pathology information and the second pathology information includes: The keywords corresponding to the same pathological information description in the first pathological information and the second pathological information are used as the pathological keywords, wherein the keywords are derived from the initial keywords or the characteristic keywords.

4. The method according to claim 2 or 3, characterized in that The obtaining of the initial keyword corresponding to the user's physical symptom and the first pathological information corresponding to the initial keyword includes: Segmenting the text description content corresponding to the user's physical symptoms to obtain the initial keywords; The first pathology information corresponding to the initial keyword is matched from a pathology database.

5. The method according to claim 2 or 3, characterized in that: The characteristic information is obtained by the following method: Acquire a characteristic image collected by a tongue, face, pulse, and palm collection device, wherein the characteristic image includes: a tongue image, a face image, a pulse image, or a palm image of the user; Feature extraction is performed on the feature image to obtain the feature information.

6. The method according to any one of claims 1 to 3, characterized in that The step of matching the pathological keywords with multiple entries of Six-Jing Syndrome Differentiation to obtain the entry information to which the physical symptoms belong includes: Obtaining a matching score between the pathology keyword and each of the multiple entries; The entry with the highest matching score among the entries is used as the entry information.

7. The method according to claim 2 or 3, characterized in that: The determining the TCM diagnosis and treatment data of the user based on the entry information includes: Matching the entry information with the TCM data in the database to obtain preliminary diagnosis and treatment results; The preliminary diagnosis and treatment result is adjusted using the medical information corresponding to the second pathological information to obtain the traditional Chinese medicine diagnosis and treatment data.

8. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores a computer program, wherein the computer program executes the method according to any one of claims 1 to 7 when executed by a processor.

9. An electronic device, characterized in that: The method comprises a memory, a processor, and a computer program stored in the memory and running on the processor, wherein the computer program executes the method according to any one of claims 1 to 7 when being run by the processor.

10. A computer program product, characterized in that The computer program product comprises a computer program, wherein the computer program executes the method according to any one of claims 1 to 7 when executed by a processor.

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