Traditional Chinese medicine disease prevention method, system and device based on big data and program product

Abstract

The invention discloses a traditional Chinese medicine disease prevention method, system, device and program product based on big data, and the method comprises the steps: firstly, obtaining the data of a first subject through traditional Chinese medicine health detection equipment which comprises a traditional Chinese medicine four-diagnosis instrument, a meridian instrument, a tongue diagnosis instrument, a pulse instrument, a thermal infrared imager, a physique identification instrument and / or a biological feedback instrument; according to the first subject data, a traditional Chinese medicine disease prevention comprehensive report is generated, and the traditional Chinese medicine disease prevention comprehensive report comprises detection data, analysis results and recuperation suggestions; and editing analysis results and nursing suggestions in the traditional Chinese medicine disease prevention comprehensive report according to analysis modification schemes provided by doctors and health managers for the traditional Chinese medicine disease prevention comprehensive report. According to the system and the method, systematic traditional Chinese medicine disease prevention and treatment services with mature specifications can be provided, traditional Chinese medicine disease prevention and treatment health detection data are effectively integrated, and a standardized traditional Chinese medicine disease prevention and treatment comprehensive analysis report is generated.

Description

Technical Field

[0001] The present invention relates to the field of big data, and in particular to a method, system, device and program product for preventing diseases with traditional Chinese medicine based on big data. Background Art

[0002] In the Yellow Emperor's Classic of Internal Medicine, it is said in the Suwen: The Great Theory of the Four Qis and the Regulation of the Spirit: "So the wise man does not treat an illness that has already occurred, but treats one that has not yet occurred; he does not treat a disorder that has already occurred, but treats one that has not yet occurred. This is what it means. Treating an illness after it has already occurred, or treating a disorder after it has already occurred, is like digging a well when you are thirsty, or casting an awl when you are fighting. Isn't it too late?" It is also said that the best doctor treats an illness before it occurs.

[0003] The various health testing and information collection equipment and technologies applicable to the existing TCM prevention and treatment are fragmented. In particular, the detection items of some equipment are overlapping, but the test result data is discrete. Therefore, the test data cannot effectively assist doctors or health managers in conducting diagnostic analysis of TCM prevention and treatment, resulting in them abandoning the use of modern equipment and returning to traditional manual diagnosis. In addition, the process of TCM prevention and treatment is a health management service process that continuously cycles from health testing to intervention and conditioning. At present, there is a lack of mature norms and systematic methods for the continuous cycle of correction in the field of TCM prevention and treatment, which basically depends on the conditions of the prevention and treatment equipment of the current medical institution and the professional level and experience of the doctor.

[0004] Therefore, it is urgent to invent a TCM prevention and treatment method based on big data to solve the problems that the existing TCM prevention and treatment technology cannot effectively integrate TCM prevention and treatment health test data, cannot intelligently generate standardized TCM prevention and treatment analysis reports, and lacks mature norms and systematicness. Summary of the invention

[0005] In view of this, the embodiments of the present invention provide a method, system, device and program product for preventing diseases with Traditional Chinese Medicine based on big data, which at least partially solve the problems existing in the prior art.

[0006] Other features and advantages of the present invention will become apparent from the following detailed description, or may be learned in part by practice of the present invention.

[0007] In order to achieve the above objectives, the embodiments of the present invention provide the following technical solutions:

[0008] According to a first aspect of an embodiment of the present invention, a method for preventing diseases with traditional Chinese medicine based on big data is provided, the method comprising:

[0009] Acquiring first subject data, wherein the first subject data includes health detection data and subject information data;

[0010] A comprehensive report on the prevention of diseases through traditional Chinese medicine is generated based on the data of the first examinee, wherein the comprehensive report on the prevention of diseases through traditional Chinese medicine includes the test data, analysis results and conditioning suggestions.

[0011] Further, the acquiring the first subject data includes:

[0012] The data of the first examinee is obtained by using a traditional Chinese medicine health detection device, wherein the traditional Chinese medicine health detection device includes: a traditional Chinese medicine four diagnostic instrument, a meridian instrument, a tongue diagnosis instrument, a pulse monitor, an infrared thermal imager, a constitution identification instrument and / or a biofeedback instrument.

[0013] Furthermore, the method further comprises:

[0014] According to the preset data quality standard, the data of the first examinee is subjected to a data quality check, and an error message is generated when abnormal data is found, and the error message is immediately sent to the user who uploaded the data, and finally the unqualified data is eliminated to obtain the first examinee data that passes the quality check;

[0015] Edit the analysis results and conditioning suggestions in the comprehensive report on preventing diseases with traditional Chinese medicine according to the analysis and modification plan provided by the physician and the health manager for the comprehensive report on preventing diseases with traditional Chinese medicine;

[0016] Generate a comparative report using at least two different comprehensive reports of the same examinee on TCM prevention of disease;

[0017] Manage each user's permission to view and edit subject information.

[0018] Furthermore, a comprehensive report on preventing diseases with traditional Chinese medicine is generated based on the data of the first examinee, including:

[0019] Classifying and encoding the first subject data and storing the data as second subject data;

[0020] Using the data of the second examinee, generating a comprehensive report on preventing diseases with traditional Chinese medicine;

[0021] Use the subject login port to query the subject data and the comprehensive report on TCM prevention and treatment of diseases.

[0022] Furthermore, the second examinee data is used to generate a comprehensive report on preventing diseases with traditional Chinese medicine, including:

[0023] According to the actual performance of the equipment, the weights of the data collected by various TCM health testing equipment are set to form a weight coefficient table;

[0024] Build a professional knowledge base by utilizing the multi-dimensional expertise of Chinese and Western medicine diagnosis and conditioning;

[0025] Based on the weight coefficient table and the professional knowledge base, according to the basic theory and practical experience of traditional Chinese medicine, the health detection data in the second examinee data is analyzed to obtain the overall evaluation result of traditional Chinese medicine syndrome differentiation;

[0026] According to the TCM syndrome differentiation and overall evaluation results, personalized conditioning suggestions are obtained by matching in the professional knowledge database;

[0027] A comprehensive report on preventing diseases with TCM is generated using the second examinee's data, the TCM syndrome differentiation overall evaluation results, and the personalized conditioning recommendations.

[0028] Further, the analysis results include: abnormal items of routine physical examination, information of the four diagnostic methods of traditional Chinese medicine, constitution analysis, infrared imaging, organ differentiation, triple-burner differentiation, meridian acupoints, tongue diagnosis and / or overall assessment;

[0029] The conditioning suggestions include: conditioning principles, traditional Chinese medicines, patent medicines, external treatments, physical therapy, diet, medicated food, nutritional health care, exercise, exercises, and / or self-cultivation.

[0030] According to a second aspect of an embodiment of the present invention, there is provided a TCM disease prevention system based on big data, the system comprising: a health detection and information collection device, a cloud data center, and a user application program;

[0031] The health detection and information collection device is used to collect first subject data and send the first subject data to the cloud data center, wherein the first subject data includes health detection data and subject information data, and the health detection and information collection device includes a traditional Chinese medicine four diagnostic instrument, a meridian instrument, a tongue diagnostic instrument, a pulse monitor, an infrared thermal imager, a constitution identification instrument and / or a biofeedback instrument;

[0032] The cloud data center is used to receive and store the first examinee data uploaded by the health detection and information collection device, and generate a comprehensive report on TCM prevention of disease based on the first examinee data, wherein the comprehensive report on TCM prevention of disease includes detection data, analysis results and conditioning suggestions, wherein the analysis results include abnormal items of routine physical examination, information of the four diagnostic methods of TCM, constitution analysis, infrared imaging, organ differentiation, triple-burner differentiation, meridian acupoints, tongue diagnosis and / or overall assessment, and the conditioning suggestions include conditioning principles, classical prescriptions, patent medicines, external treatments, physical therapy, diet, medicated diet, nutritional health care, exercise, exercises, and / or self-cultivation;

[0033] The user application includes: a report editing module, a report comparison module, and a rights management module;

[0034] The report editing module is used to obtain the analysis and modification plan provided by the physician and the health manager for the comprehensive report on TCM prevention of disease, and use the analysis and modification plan to edit the analysis results and conditioning suggestions in the comprehensive report on TCM prevention of disease;

[0035] The report comparison module is used to generate a comparison report using at least two comprehensive reports of the subject's TCM treatment for disease prevention;

[0036] The authority management module is used to build a user registration and authorization management system with doctors or health managers as the main body, and manage each user's customer information viewing and editing authority.

[0037] Furthermore, the system further comprises a data checking module, which is used to perform a data quality check on the first subject data according to a preset data quality standard, generate an error message when abnormal data is found, and immediately send the error message to the user who uploaded the data, and finally eliminate the unqualified data to obtain the first subject data that passes the quality check;

[0038] The cloud data center includes: a classification and coding module, a comprehensive analysis module and a subject query module;

[0039] The classification and coding module is used to receive the first subject data sent by the health detection and information collection device, classify and code the first subject data, and store them as second subject data in the cloud data center;

[0040] The comprehensive analysis module is used for the second examinee data to automatically generate a comprehensive report on TCM prevention of disease, and the comprehensive analysis module includes: a weight setting unit, a professional knowledge base and a core algorithm unit;

[0041] The weight setting unit is used to set the weights of the subject data collected by various health detection and information collection devices according to the actual performance of the devices to form a weight coefficient table;

[0042] The professional knowledge base is used to provide the multi-dimensional professional knowledge of Chinese and Western medicine diagnosis and conditioning required for various health test data items and comprehensive analysis reports;

[0043] The core algorithm unit is used to analyze the health detection data in the second examinee data based on the weight coefficient table and the professional knowledge base, according to the basic theory and practical experience of traditional Chinese medicine, and obtain the result of the overall evaluation of traditional Chinese medicine syndrome differentiation; according to the overall evaluation result of traditional Chinese medicine syndrome differentiation, obtain personalized conditioning suggestions by matching in the professional knowledge base; and generate a comprehensive report on preventing diseases with traditional Chinese medicine by using the second examinee data, the overall evaluation result of traditional Chinese medicine syndrome differentiation and the personalized conditioning suggestions;

[0044] The subject query module is used for the subject to log in to the cloud data center through a mobile terminal to query health test data and a comprehensive report on the prevention of diseases by traditional Chinese medicine.

[0045] According to a third aspect of an embodiment of the present invention, there is provided a TCM disease prevention device based on big data, the device comprising: a processor and a memory;

[0046] The memory is used to store one or more program instructions;

[0047] The processor is used to run one or more program instructions to execute the steps of a method for preventing diseases with Traditional Chinese Medicine based on big data as described in any of the above items.

[0048] According to a fourth aspect of an embodiment of the present invention, a computer program product is provided, the computer program product comprising a computer program stored on a non-transitory computer-readable storage medium, the computer program comprising program instructions, which, when executed by a computer, enable the computer to implement the steps of a method for preventing diseases in Traditional Chinese Medicine based on big data as described in any of the above items.

[0049] The embodiments of the present invention have the following advantages:

[0050] The embodiment of the present invention can effectively integrate multi-perspective and multi-level health detection data from TCM health detection and information collection equipment, and conduct a comprehensive analysis of the detection data based on the core algorithm program developed based on traditional TCM theory and the method of combining Chinese and Western medicine, so as to automatically generate a standardized TCM comprehensive analysis report on disease prevention, reflecting the dynamic information of residents' health, and thus effectively assisting doctors or health managers in conducting intelligent diagnosis of TCM disease prevention; at the same time, it provides a mature and standardized systematic TCM disease prevention service big data platform, provides TCM disease prevention departments / centers and their doctors or health managers with professional and standardized working methods and effective tools, and thereby fills the gap in the field of TCM disease prevention. BRIEF DESCRIPTION OF THE DRAWINGS

[0051] In order to more clearly illustrate the implementation methods of the present invention or the technical solutions in the prior art, the following briefly introduces the drawings required for the implementation methods or the description of the prior art. Obviously, the drawings in the following description are only exemplary, and for ordinary technicians in this field, other implementation drawings can be derived from the provided drawings without creative work.

[0052] Figure 1 A schematic diagram of the structure of a TCM disease prevention system based on big data provided by an embodiment of the present invention;

[0053] Figure 2A schematic diagram of a process of a method for preventing diseases with TCM based on big data provided by an embodiment of the present invention;

[0054] Figure 3 One of the flow charts of generating a comprehensive report on TCM prevention of disease provided in an embodiment of the present invention;

[0055] Figure 4 A second schematic diagram of a process for generating a comprehensive report on TCM prevention of disease provided by an embodiment of the present invention;

[0056] Figure 5 A schematic diagram of the principle of a TCM disease prevention system based on big data provided by an embodiment of the present invention;

[0057] Figure 6 A schematic diagram of an interface of a user application program in a TCM disease prevention system based on big data provided by an embodiment of the present invention;

[0058] Figure 7 A schematic diagram of the principle of a cloud data center in a TCM disease prevention system based on big data provided by an embodiment of the present invention;

[0059] Figure 8 A schematic diagram of an interface of a comprehensive report on TCM prevention of disease in a user application program in a TCM prevention of disease system based on big data provided by an embodiment of the present invention;

[0060] Fig. 9 A schematic diagram of an infrared image interface of a user application in a TCM disease prevention system based on big data provided by an embodiment of the present invention;

[0061] Fig.10 A schematic diagram of a visualized comprehensive report on TCM prevention of disease provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0062] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

[0063] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0064] Figure 1 The figure shows a schematic diagram of the structure of a TCM disease prevention system based on big data according to an embodiment of the present invention. Figure 5 The figure shows a schematic diagram of the principle of the Traditional Chinese Medicine prevention and treatment system based on big data.

[0065] Specifically, Figure 1 As shown, the health detection and information collection device 1 is used to collect the data of the first subject and send the first subject data to the cloud data center, wherein the first subject data includes health detection data and subject information data, and the above health detection and information collection equipment is selected from the instruments recommended in the group standard of the Chinese Medicine Association "Specifications for Traditional Chinese Medicine Preventive Treatment Services" (T / CACM 1069-1073-2018), specifically including: Traditional Chinese Medicine Four Diagnostic Instruments, Meridian Instruments, Tongue Diagnostic Instruments, Pulse Monitors, Infrared Thermal Imagers, Constitution Identification Instruments and Biofeedback Instruments, etc.; various health detection equipment used in this system all have medical device registration certificates and are connected to the cloud data center 2 data.

[0066] The above system also includes a data checking module, which is used to perform a data quality check on the data of the first subject according to preset data quality standards, generate an error message when abnormal data is found, and immediately send the error message to the user who uploaded the data. Ultimately, unqualified data is eliminated to obtain the data of the first subject that passes the quality check, thereby ensuring the accuracy and credibility of the comprehensive report on TCM prevention and treatment of diseases generated by this system.

[0067] The cloud data center 2 is used to receive and store the first examinee data uploaded by the health detection and information collection equipment in real time, and automatically generate a comprehensive report on TCM prevention of diseases for assisting doctors or health managers in diagnosis and analysis based on the first examinee data. The comprehensive report on TCM prevention of diseases includes detection data, analysis results and conditioning suggestions, wherein the analysis results include abnormal items in routine physical examinations, information on the four examinations of TCM, constitution analysis, infrared imaging, organ differentiation, triple-burner differentiation, meridian acupoints, tongue diagnosis and / or overall assessment, and the conditioning suggestions include conditioning principles, classical prescriptions, patent medicines, external treatments, physical therapy, diet, medicated food, nutritional health care, exercise, exercises, and / or self-cultivation.

[0068] Specifically, the cloud data center 2 includes: a classification and coding module, a comprehensive analysis module and a subject query module; the classification and coding module is used to receive the first subject data sent by the health detection and information collection equipment, and classify and encode the first subject data and store it as the second subject data in the cloud data center. The comprehensive analysis module is used to automatically generate a comprehensive report on TCM prevention of disease based on the data of the second examinee. The comprehensive analysis module includes: a weight setting unit, a professional knowledge base and a core algorithm unit; the weight setting unit is used to set the weight of the examinee data collected by various health detection and information collection devices according to the actual performance of the equipment to form a weight coefficient table; the professional knowledge base is used to provide multi-dimensional professional knowledge of TCM and Western medicine diagnosis and conditioning required for various health detection data items and comprehensive analysis reports; the core algorithm unit is used to analyze the health detection data in the second examinee data based on the weight coefficient table and the professional knowledge base, according to the basic theory and practical experience of TCM, and obtain the results of the TCM syndrome differentiation: according to the results of the TCM syndrome differentiation, personalized conditioning suggestions are matched in the professional knowledge base; the comprehensive report on TCM prevention of disease is generated by using the second examinee data, the results of the TCM syndrome differentiation and the personalized conditioning suggestions; the examinee query module is used for the examinee to log in to the cloud data center through the mobile terminal to query the health detection data and the comprehensive report on TCM prevention of disease; Figure 7 The figure shows the schematic diagram of the cloud data center. Figure 7 The left column is the classified storage of various health detection and information collection data of the above cloud data center. Figure 7 The right column is a knowledge base of various classic conditioning and health care methods; the middle part is the core algorithm for this system program to generate comprehensive reports.

[0069] The user application 3 includes a report editing module, a report comparison module and a permission management module; the report editing module is used to obtain the analysis and modification scheme provided by the physician and the health manager for the comprehensive report on TCM treatment of diseases, and use the analysis and modification scheme to edit the analysis results and conditioning suggestions in the comprehensive report on TCM treatment of diseases; the report comparison module is used to generate a comparison report using at least two comprehensive reports on TCM treatment of diseases of the examinee; the permission management module is used to build a user registration and authorization management system with physicians or health managers as the main body, and manage each user's customer information access and editing permissions; the user application 3 can provide a multi-perspective, multi-level, and comprehensive understanding of the health information of its service customers for physicians or health managers. A networked big data window, and thereby obtain a systematic and intelligent phased comprehensive analysis report of the customer, and accordingly put forward personalized conditioning suggestions, and edit and modify the comprehensive report. In addition, the user application 3 includes interface expression and empowerment, which can be optimized, expanded and iteratively updated at any time as needed.

[0070] Figure 6 is a schematic diagram of the interface of the above user application, such as Figure 6 As shown, it is divided into three levels from top to bottom.

[0071] The first layer is the icons of various test data. The numbers on the icons indicate the number of test reports that the examinee (service customer) has. The red dot indicates that he has a new report recently. After clicking on an icon, a list of existing reports for the test pops up. After clicking on a report, the text of the report pops up. After clicking on the infrared image, the infrared medical image viewing and analysis software is directly called to view the infrared images and Chinese and Western medicine analysis reports collected by the service customer. Furthermore, the images collected at different times for the same customer can be compared and analyzed to intuitively see the changing trends and degrees of health status. This process allows the examinee to participate in the whole process, allowing him to directly feel the shock of the visualization and objectivity of Chinese medicine, and understand his health status and main problems in a more concrete way. Fig. 9 The schematic diagram of the interface of the infrared image analysis of the above user application; the visual comprehensive report of TCM prevention of disease generated based on the above infrared image analysis is as follows Fig.10 shown.

[0072] The second layer is the comprehensive report and follow-up records. Click the comprehensive report icon to see the list of previous comprehensive reports. Click a report to open the text. Figure 8 This is a schematic diagram of the interface of the comprehensive report on TCM prevention of disease in the above-mentioned user application; the physician can edit and save the overall assessment column and the conditioning suggestion column in the text, and after clicking on the follow-up record, the physician's record of each follow-up can be seen.

[0073] The third layer is the service customer information column. After clicking the book icon on the left, a list of service customers and related information visible to the logged-in user will pop up. After clicking a customer, the basic information of the customer will fall into the information column. At the same time, the contents shown in all icons on the two layers above are synchronized with the customer information.

[0074] Corresponding to the above-disclosed TCM system for preventing diseases based on big data, the embodiment of the present invention further discloses a TCM method for preventing diseases based on big data. The following describes in detail the TCM method for preventing diseases based on big data disclosed in the embodiment of the present invention in combination with the above-described TCM system for preventing diseases based on big data.

[0075] Figure 2 The figure shows a flow chart of a method for preventing diseases with Traditional Chinese Medicine based on big data according to an embodiment of the present invention.

[0076] like Figure 2 As shown, the method for preventing diseases with TCM based on big data according to an embodiment of the present invention may include step S100, step S200 and step S300.

[0077] In step S100, a TCM health detection device is used to obtain the first subject data, wherein the first subject data includes health detection data and subject information data, and the TCM health detection device is selected from the group standard of the Chinese Medicine Association "TCM Preventive Treatment Service Specification"

[0078] The instruments recommended in (T / CACM 1069-1073-2018) specifically include: TCM Four Diagnostic Instruments, Meridian Instruments, Tongue Diagnostic Instruments, Pulse Monitors, Infrared Thermal Imagers, Constitution Identification Instruments and / or Biofeedback Instruments. All the TCM health testing equipment used have medical device registration certificates. It should be noted that TCM health testing equipment that meets the above standards can be used as the source of the first examinee's data. In the future, as new technologies and products of the same type emerge, applicable new equipment can be added at any time.

[0079] Next, according to the preset data quality standards, the data of the first subject is subjected to a data quality check, that is, the quality standards that each data should meet are subjected to a quality check, and if abnormal or deviant data is encountered, an error message is immediately sent to the user who uploaded the data, and the unqualified data does not participate in subsequent analysis and calculations unless manual intervention is performed to obtain the first subject data that passes the quality check, thereby ensuring the accuracy and credibility of the comprehensive report on prevention of diseases by Traditional Chinese Medicine generated by the present invention based on such data.

[0080] In step S200, a comprehensive report on the prevention of diseases by TCM is generated based on the data of the first examinee who has passed the quality inspection, wherein the comprehensive report on the prevention of diseases by TCM includes test data, analysis results and conditioning suggestions, wherein the analysis results include: abnormal items in routine physical examination, information on the four examinations of TCM, constitution analysis, infrared imaging, organ differentiation, triple-burner differentiation, meridian acupoints, tongue diagnosis and / or overall assessment, and the conditioning suggestions include: conditioning principles, classical prescriptions, ready-made medicines, external treatments, physical therapy, diet, medicated food, nutritional health care, exercise, exercises, and / or self-cultivation.

[0081] Specifically, in one example, Figure 3 The process shown generates a comprehensive report on TCM prevention and treatment of diseases.

[0082] Figure 3 The diagram illustrates a flow chart for generating a method for preventing disease through TCM based on first subject data according to an embodiment of the present invention.

[0083] like Figure 3 As shown, in step S210, the first subject data is classified and encoded and stored as second subject data to facilitate single data detection, multi-dimensional big data statistics and comparative analysis of data at different time points.

[0084] In step S220, a comprehensive report on preventing diseases with traditional Chinese medicine is generated using the second subject's data.

[0085] More specifically, in one example, Figure 4 The process shown generates a comprehensive report on TCM prevention and treatment of diseases.

[0086] Figure 4 The diagram illustrates a flow chart for generating a method for preventing disease by using the second subject data according to an embodiment of the present invention.

[0087] like Figure 4 As shown, in step S221, according to the actual performance of the TCM health detection equipment, the weights of the subject data collected by various TCM health detection equipment are set to form a weight coefficient table, so as to process and select similar information in the comprehensive analysis.

[0088] Specifically, since the various health detection devices used in the present invention are not limited to a certain brand or a certain manufacturer, after application testing, the weight coefficients for the same product evaluation and comparison are set according to their actual performance, so as to process and select similar information in the comprehensive analysis. Since some detection items are the same or similar, for example, the meridian instrument and the infrared thermal imager both provide meridian detection results, but because the detection principles of the equipment are different or the detection conditions are not well controlled or there is interference, the detection results of the two do not overlap. When encountering this situation, the weight coefficient table set by the program is used in the analysis to make selections and calculations.

[0089] In the field of TCM treatment of diseases, due to the wide variety of disease detection data, multiple disease evaluation results may be generated. Facing multiple evaluation results, it is difficult for doctors to quickly confirm important diseases and corresponding conditioning recommendations. The present invention sets weights for the test results of various TCM health detection devices according to the actual performance of the equipment to form a weight coefficient table, so that when a comprehensive report on TCM treatment of diseases is generated later, the main health conditions of the user can be accurately determined and targeted conditioning recommendations can be provided.

[0090] In step S222, a professional knowledge base is constructed using the multi-dimensional professional knowledge of Chinese and Western medicine diagnosis and conditioning. The professional knowledge base can provide the required multi-dimensional professional knowledge of Chinese and Western medicine diagnosis and conditioning for single analysis, comprehensive analysis of various health test data, and personalized conditioning suggestions based on the analysis results.

[0091] In step S223, based on the weight coefficient table and the professional knowledge base, according to the basic theory and practical experience of traditional Chinese medicine, the health detection data in the second examinee's data is analyzed to obtain the overall evaluation result of traditional Chinese medicine syndrome differentiation.

[0092] In step S224, according to the above-mentioned TCM syndrome differentiation overall evaluation results, a set of personalized conditioning suggestions including five different dimensions is matched in the above-mentioned professional knowledge base.

[0093] Finally, in step S225, a comprehensive report on TCM prevention of disease is generated using the second subject's data, the above-mentioned TCM syndrome differentiation summary results and the above-mentioned personalized conditioning suggestions, for the physician's reference and the subject (service customer) to fully and accurately understand their current health status and specific methods for effective conditioning and improvement.

[0094] Specifically, the data of the second examinee within a recent time period (usually three days), the overall evaluation results of TCM syndrome differentiation, and personalized conditioning suggestions are used to generate a comprehensive report on the current TCM prevention of disease, providing auxiliary diagnosis and analysis for doctors or health managers.

[0095] In summary, the present invention is based on current higher education textbooks such as human anatomy, Chinese medicine diagnosis, internal medicine, and gynecology, and combines historical clinical practice experience and mining of large sample data to construct a core algorithm for single or comprehensive analysis of the above-mentioned second subject data. The accuracy of the comprehensive analysis conclusion obtained using the above core algorithm, that is, the consistency rate with the clinical diagnosis, is above 85%.

[0096] Return to reference Figure 3 In step S230, the subject's login port is used to query the subject's data and the comprehensive report on TCM prevention and treatment of diseases.

[0097] Specifically, the examinee (service customer) can log in to the cloud data center through the mobile terminal to view all his / her test data and comprehensive reports. At the same time, the data center can be connected with the HIS system of the medical institution to realize data sharing.

[0098] Return to reference Figure 2 In step S300, the analysis results and conditioning suggestions in the comprehensive report on preventing diseases with traditional Chinese medicine are edited according to the analysis and modification plan provided by the physician and the health manager for the comprehensive report on preventing diseases with traditional Chinese medicine.

[0099] Specifically, authorized physicians or health managers can see all historical test information and comprehensive reports of the examinees (service customers). Based on their own professional knowledge and experience and understanding of their service customers, they can independently edit the analysis results part of the comprehensive report and the conditioning suggestions part of the report to provide long-term health management tracking services for customers.

[0100] For example: In the first visit, the attending physician or health manager will add details such as the applicable dosage of traditional Chinese medicine or patent medicine at each stage, the combination with medicine and food, the precautions of external treatment, the selection of nutritional health products, etc. in the comprehensive report, and carefully explain to the examinee (service customer) the implementation points of the various conditioning suggestions proposed in the comprehensive report and the problems that may be encountered in combination with his own situation, and then discuss and arrange subsequent follow-up plans, including telephone inquiries and return visits; in the follow-up visit, the attending physician believes that his symptoms of heart yang deficiency are more severe than those in the first visit based on the comprehensive report of the follow-up and the actual situation of the examinee. There was some improvement in the condition, the heat distribution in the precordial area tended to be uniform, the overall qi and blood energy was improved, the resistance of the hand shaoyin pericardium meridian was reduced, and the overall evaluation of this follow-up visit was: the conditioning method was appropriate, the client implemented it seriously, and the problem was effectively improved; to a certain extent, it achieved corrective action and preliminarily suppressed the adverse development towards coronary heart disease; therefore, on the basis of the conditioning suggestions of the initial diagnosis, additional exercise items were added, such as practicing Ba Duan Jin or Tai Chi; at the same time, in terms of the same origin of medicine and food, it was recommended to eat yam cinnamon porridge or walnut kernel porridge; finally, the new content was edited into the conditioning suggestions in the new version of the follow-up comprehensive report on TCM prevention and treatment.

[0101] Specifically, the above steps also include: using at least two different TCM comprehensive reports on the same examinee to generate a comparison report, specifically: if a single health test of a examinee (service customer) has more than one result report, then select any two of the test reports to automatically generate a comparison report, so as to evaluate the intervention effect or the trend of health status over time in the dimension of a single test. Manage the examinee information access and edit permissions of each user, and also stipulate that each user must bear the corresponding confidentiality responsibility.

[0102] The embodiment of the present invention discloses a method, system, device and program product for preventing diseases with traditional Chinese medicine based on big data, including: firstly, using a traditional Chinese medicine health detection device to obtain the data of the first examinee, the traditional Chinese medicine health detection device includes: a traditional Chinese medicine four diagnostic instrument, a meridian instrument, a tongue diagnosis instrument, a pulse imager, an infrared thermal imager, a constitution identification instrument and / or a biofeedback instrument; then, according to the data of the first examinee, a comprehensive report on preventing diseases with traditional Chinese medicine is generated, and the comprehensive report on preventing diseases with traditional Chinese medicine includes detection data, analysis results and conditioning suggestions; according to the analysis and modification scheme provided by the physician and the health manager for the comprehensive report on preventing diseases with traditional Chinese medicine, the analysis results and conditioning suggestions in the comprehensive report on preventing diseases with traditional Chinese medicine are edited. The present invention can provide a systematic traditional Chinese medicine service for preventing diseases with mature specifications, effectively integrate the health detection data of preventing diseases with traditional Chinese medicine, and generate a standardized comprehensive analysis report on preventing diseases with traditional Chinese medicine.

[0103] In addition, an embodiment of the present invention also provides a TCM prevention and treatment device based on big data, the device comprising: a processor and a memory; the memory is used to store one or more program instructions; the processor is used to run one or more program instructions to execute the steps of a TCM prevention and treatment method based on big data as described in any of the above items.

[0104] In addition, an embodiment of the present invention further provides a computer program product, which includes computer program instructions, and when the computer program instructions are executed by a processor, the steps of a method for preventing diseases with traditional Chinese medicine based on big data as described in any of the above items are implemented.

[0105] In the embodiment of the present invention, the processor may be an integrated circuit chip with signal processing capability. The processor may be a general-purpose processor, 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, or discrete hardware components. The methods, steps, and logic block diagrams disclosed in the embodiments of the present invention may be implemented or executed. The general-purpose processor may be a microprocessor or the processor may be any conventional processor, etc. The steps of the method disclosed in the embodiment of the present invention may be directly embodied as being executed by a hardware decoding processor, or may be executed by a combination of hardware and software modules in a decoding processor. The software module may be located in a mature storage medium in the art 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 processor reads the information in the storage medium and completes the steps of the above method in combination with its hardware. The storage medium may be a memory, for example, a volatile memory or a non-volatile memory, or may include both volatile and non-volatile memories. Among them, the non-volatile memory can be a read-only memory (ROM), a programmable read-only memory (PROM), an erasable programmable read-only memory (EPROM), an electrically erasable programmable read-only memory (EEPROM), or a flash memory. The volatile memory can be a random access memory (RAM), which is used as an external cache. By way of example but not limitation, many forms of RAM are available, such as static random access memory (SRAM), dynamic random access memory (DRAM), synchronous dynamic random access memory (SDRAM), double data rate synchronous dynamic random access memory (DDRSDRAM), enhanced synchronous dynamic random access memory (ESDRAM), synchronous link dynamic random access memory (SLDRAM) and direct memory bus random access memory (Direct Rambus RAM, DRRAM).The storage medium described in the embodiment of the present invention is intended to include but is not limited to these and any other suitable types of memory. Those skilled in the art should be aware that in one or more of the above examples, the functions described in the present invention can be implemented by a combination of hardware and software. When the software is applied, the corresponding function can be stored in a computer-readable medium or transmitted as one or more instructions or codes on a computer-readable medium. Computer-readable media include computer storage media and communication media, wherein the communication medium includes any medium that is convenient for transmitting a computer program from one place to another. The storage medium can be any available medium that a general or special-purpose computer can access. Although the present invention has been described in detail above with general descriptions and specific embodiments, it is obvious to those skilled in the art that some modifications or improvements can be made to it on the basis of the present invention. Therefore, these modifications or improvements made on the basis of not departing from the spirit of the present invention all belong to the scope of protection claimed in the present invention.

Claims

1. A method of preventing diseases with traditional Chinese medicine based on big data, characterized in that: The method comprises: Acquiring first subject data, wherein the first subject data includes health detection data and subject information data; A comprehensive report on the prevention of diseases through traditional Chinese medicine is generated based on the data of the first examinee, wherein the comprehensive report on the prevention of diseases through traditional Chinese medicine includes the test data, analysis results and conditioning suggestions.

2. A method for preventing diseases with TCM based on big data as claimed in claim 1, characterized in that: The obtaining of the first subject data comprises: The data of the first examinee is obtained by using a traditional Chinese medicine health detection device, wherein the traditional Chinese medicine health detection device includes: a traditional Chinese medicine four diagnostic instrument, a meridian instrument, a tongue diagnosis instrument, a pulse monitor, an infrared thermal imager, a constitution identification instrument and / or a biofeedback instrument.

3. The method for preventing diseases with TCM based on big data as claimed in claim 1, characterized in that: The method further comprises: According to the preset data quality standard, the data of the first examinee is subjected to a data quality check, and an error message is generated when abnormal data is found, and the error message is immediately sent to the user who uploaded the data, and finally the unqualified data is eliminated to obtain the first examinee data that passes the quality check; Edit the analysis results and conditioning suggestions in the comprehensive report on preventing diseases with traditional Chinese medicine according to the analysis and modification plan provided by the physician and the health manager for the comprehensive report on preventing diseases with traditional Chinese medicine; Generate a comparative report using at least two different comprehensive reports of the same examinee on TCM prevention of disease; Manage each user's permission to view and edit subject information.

4. The method for preventing diseases with TCM based on big data as claimed in claim 1, characterized in that: Based on the data of the first examinee, a comprehensive report on TCM prevention of disease is generated, including: Classifying and encoding the first subject data and storing the data as second subject data; Using the data of the second examinee, generating a comprehensive report on preventing diseases with traditional Chinese medicine; Use the subject login port to query the subject data and the comprehensive report on TCM prevention and treatment of diseases.

5. A method for preventing diseases with TCM based on big data as claimed in claim 4, characterized in that: Using the data of the second examinee, a comprehensive report on TCM prevention of disease is generated, including: According to the actual performance of the equipment, the weights of the data collected by various TCM health testing equipment are set to form a weight coefficient table; Build a professional knowledge base by utilizing the multi-dimensional expertise of Chinese and Western medicine diagnosis and conditioning; Based on the weight coefficient table and the professional knowledge base, according to the basic theory and practical experience of traditional Chinese medicine, the health detection data in the second examinee data is analyzed to obtain the overall evaluation result of traditional Chinese medicine syndrome differentiation; According to the TCM syndrome differentiation and overall evaluation results, personalized conditioning suggestions are obtained by matching in the professional knowledge database; A comprehensive report on preventing diseases with TCM is generated using the second examinee's data, the TCM syndrome differentiation overall evaluation results and the personalized conditioning suggestions.

6. The method for preventing diseases with TCM based on big data as claimed in claim 1, characterized in that: The analysis results include: abnormal items in routine physical examination, information on the four diagnostic methods of traditional Chinese medicine, constitution analysis, infrared imaging, organ differentiation, triple-burner differentiation, meridian acupoints, tongue diagnosis and / or overall assessment; The conditioning suggestions include: conditioning principles, traditional Chinese medicines, patent medicines, external treatments, physical therapy, diet, medicated food, nutritional health care, exercise and / or self-cultivation.

7. A TCM disease prevention system based on big data, characterized in that: The system includes: health detection and information collection equipment, a cloud data center, and user applications; The health detection and information collection device is used to collect first subject data and send the first subject data to the cloud data center, wherein the first subject data includes health detection data and subject information data, and the health detection and information collection device includes a traditional Chinese medicine four diagnostic instrument, a meridian instrument, a tongue diagnostic instrument, a pulse monitor, an infrared thermal imager, a constitution identification instrument and / or a biofeedback instrument; The cloud data center is used to receive and store the first examinee data uploaded by the health detection and information collection device, and generate a comprehensive report on TCM prevention of disease based on the first examinee data, wherein the comprehensive report on TCM prevention of disease includes detection data, analysis results and conditioning suggestions, wherein the analysis results include abnormal items of routine physical examination, information on the four diagnostic methods of TCM, constitution analysis, infrared imaging, organ differentiation, triple-burner differentiation, meridian acupoints, tongue diagnosis and / or overall assessment, and the conditioning suggestions include conditioning principles, classical prescriptions, patent medicines, external treatments, physical therapy, diet, medicated diet, nutritional health care, exercise and / or self-cultivation; The user application includes: a report editing module, a report comparison module, and a rights management module; The report editing module is used to obtain the analysis and modification plan provided by the physician and the health manager for the comprehensive report on TCM prevention of disease, and use the analysis and modification plan to edit the analysis results and conditioning suggestions in the comprehensive report on TCM prevention of disease; The report comparison module is used to generate a comparison report using at least two comprehensive reports of the subject's TCM treatment for disease prevention; The authority management module is used to build a user registration and authorization management system with doctors or health managers as the main body, and manage each user's customer information viewing and editing authority.

8. The TCM disease prevention system based on big data as claimed in claim 7, characterized in that: The system further comprises a data checking module, which is used to perform a data quality check on the first subject data according to a preset data quality standard, generate an error message when abnormal data is found, and immediately send the error message to the user who uploaded the data, and finally eliminate the unqualified data to obtain the first subject data that passes the quality check; The cloud data center includes: a classification and coding module, a comprehensive analysis module and a subject query module; The classification and coding module is used to receive the first subject data sent by the health detection and information collection device, classify and code the first subject data, and store them as second subject data in the cloud data center; The comprehensive analysis module is used to automatically generate a comprehensive report on preventing diseases with traditional Chinese medicine based on the data of the second examinee, and the comprehensive analysis module includes: a weight setting unit, a professional knowledge base, and a core algorithm unit; The weight setting unit is used to set the weights of the subject data collected by various health detection and information collection devices according to the actual performance of the devices to form a weight coefficient table; The professional knowledge base is used to provide the multi-dimensional professional knowledge of Chinese and Western medicine diagnosis and conditioning required for various health test data items and comprehensive analysis reports; The core algorithm unit is used to analyze the health detection data in the second examinee data based on the weight coefficient table and the professional knowledge base, according to the basic theory and practical experience of traditional Chinese medicine, and obtain the result of the overall evaluation of traditional Chinese medicine syndrome differentiation; according to the overall evaluation result of traditional Chinese medicine syndrome differentiation, obtain personalized conditioning suggestions by matching in the professional knowledge base; and generate a comprehensive report on preventing diseases with traditional Chinese medicine by using the second examinee data, the overall evaluation result of traditional Chinese medicine syndrome differentiation and the personalized conditioning suggestions; The subject query module is used for the subject to log in to the cloud data center through a mobile terminal to query health test data and a comprehensive report on the prevention of diseases by traditional Chinese medicine.

9. A TCM disease prevention device based on big data, characterized in that: The device comprises: a processor and a memory; The memory is used to store one or more program instructions; The processor is used to run one or more program instructions to execute the steps of a method for preventing diseases with traditional Chinese medicine based on big data as described in any one of claims 1 to 6.

10. A computer program product, characterized in that The computer program product includes computer program instructions, which, when executed by a processor, implement the steps of a method for preventing diseases with traditional Chinese medicine based on big data as described in any one of claims 1 to 6.

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