Tibetan medicine informatization platform
By designing a Tibetan medicine information platform, the problem of lack of systematic analysis methods in traditional Tibetan medicine diagnosis and treatment has been solved, in-depth analysis of the taste of Tibetan medicine and the provision of personalized treatment plans has been achieved, and the accuracy and efficiency of treatment have been improved.
Patent Information
- Application Number
- CN202411580208.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-07
- Publication Date
- 2025-02-25
AI Technical Summary
The lack of systematic methods and tools in traditional Tibetan medicine diagnosis and treatment to analyze the taste of Tibetan medicine, which leads to the lack of scientific basis for personalized treatment, inefficient and difficult to provide effective treatment for patients in a timely manner.
A Tibetan medicine information platform has been designed, including Tibetan medicine knowledge base module, scientific research and innovation module, medicinal materials management module, taste and medicinal properties analysis module, Tibetan medicine prescription library module, data cleaning module, inheritance auxiliary module and intelligent diagnosis and treatment module. Through these modules, they collect, analyze and organize the taste and taste related data of Tibetan medicine, and provide scientific basis to support personalized treatment.
Through in-depth analysis of the taste of Tibetan medicine, doctors can more accurately understand the characteristics of Tibetan medicine, provide patients with personalized medication plans, improve the accuracy and efficiency of treatment, ensure the accuracy and reliability of data, and improve diagnosis and treatment efficiency.
Smart Images

Figure CN119517446A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of Tibetan medicine information collation, and in particular to a Tibetan medicine information platform. Background Art
[0002] With the rapid development of information technology, various fields are actively exploring the application of informatization to improve efficiency, optimize management and promote innovation. In the field of Tibetan medicine, traditional knowledge inheritance, medical practice and scientific research methods are facing some challenges, and it is urgent to introduce informatization to achieve modern development.
[0003] As an important part of traditional Chinese medicine, Tibetan medicine has a long history and rich theoretical system. Through the information platform, the knowledge of Tibetan medicine is mainly spread through ancient books and documents, master-apprentice inheritance, etc. The platform can quickly make ancient books and documents, master-apprentice inheritance, etc. public on the Internet, making it convenient for doctors in various regions of my country to watch and learn, and at the same time facilitating exchanges between doctors from all over the country.
[0004] In traditional Tibetan medicine diagnosis and treatment, there is a lack of systematic methods and tools for the analysis of the taste, properties and flavor of Tibetan medicines. It mainly relies on the personal experience of doctors, which makes it difficult to ensure the comprehensiveness and accuracy of the analysis. There is not enough clinical data to support the study of the relationship between the taste, properties and flavor of Tibetan medicines and individual differences of patients, resulting in a lack of scientific basis for personalized treatment. The process of relying on experience to try and adjust medication plans is inefficient, which is not conducive to providing patients with effective treatment in a timely manner. Summary of the invention
[0005] In view of the deficiencies in the prior art, the present invention provides a Tibetan medicine information platform to solve the problem that there is not enough clinical data to support the study of the relationship between the taste, nature and chemical taste of Tibetan medicine and the individual differences of patients, and the process of relying on experience to try and adjust the medication plan is inefficient and not conducive to providing effective treatment to patients in a timely manner.
[0006] To achieve the above objectives, the present invention is implemented through the following technical solutions:
[0007] The Tibetan medicine information platform is characterized by comprising a Tibetan medicine knowledge base module, a scientific research and innovation module, a medicinal material management module, a flavor and medicinal property analysis module, a Tibetan medicine prescription library module, a Tibetan medicine data cleaning module, a Tibetan medicine inheritance auxiliary module and a Tibetan medicine intelligent diagnosis and treatment module;
[0008] The Tibetan medicine knowledge base module is used to integrate and store classical literature, disease diagnosis and treatment plans, and medicinal material information of Tibetan medicine;
[0009] The scientific research and innovation module is used to track and manage scientific research projects related to Tibetan medicine, conduct in-depth mining and analysis of Tibetan medicine data, and provide a platform for communication and cooperation for scientific researchers;
[0010] The medicinal material management module is responsible for monitoring the inventory of Tibetan medicinal materials;
[0011] The flavor, chemical, and medicinal properties analysis module is used to help users gain a deeper understanding of the medicinal properties of Tibetan medicine by collecting and analyzing the flavor, chemical, and medicinal properties related data of Tibetan medicine, thereby providing a scientific basis for the rational use and research and development of Tibetan medicine.
[0012] The Tibetan medicine prescription library module is used for querying, analyzing and managing Tibetan medicine prescriptions, collecting and arranging Tibetan medicine prescriptions, and supporting multi-mode prescription retrieval;
[0013] The Tibetan medicine data cleaning module is used to import, screen, organize and standardize Tibetan medicine related data to improve the quality and availability of the data;
[0014] The Tibetan medicine inheritance auxiliary module is used to manage Tibetan medicine inheritance materials, plan the methods and channels of inheritance, and evaluate the actual situation of inheritance work;
[0015] The Tibetan medicine intelligent diagnosis and treatment module collects and organizes diagnosis and treatment data, performs statistical analysis, and provides data support for the research and development of Tibetan medicine.
[0016] Preferably, the Tibetan medicine knowledge base module includes a classic literature unit, a disease diagnosis and treatment plan unit and a medicinal material information unit. The classic literature unit is used to include classic works and ancient documents on Tibetan medicine, the disease diagnosis and treatment plan unit is used to organize Tibetan medicine treatment plans for various diseases, and the medicinal material information unit is used to record detailed information on the characteristics, efficacy and origin of medicinal materials.
[0017] Preferably, the scientific research and innovation module includes a research project management unit, a data analysis unit and an academic exchange community unit. The research project management unit is used to track and manage scientific research projects related to Tibetan medicine, the data analysis unit is used to mine and analyze Tibetan medicine data, and the academic exchange community unit is used to provide a platform for communication and cooperation for scholars and researchers.
[0018] Preferably, the medicinal material management module includes a medicinal material inventory management unit and a quality tracing unit, wherein the medicinal material inventory management unit is used to monitor the inventory status of Tibetan medicinal materials in real time, and the quality tracing unit is used to ensure the traceability of the quality of the medicinal materials.
[0019] Preferably, the flavor, chemical and medicinal properties analysis module includes a medicinal property data collection unit, an analysis algorithm unit and a result display unit. The medicinal property data collection unit is used to collect flavor, chemical and medicinal property related data of various Tibetan medicines, the analysis algorithm unit is used to perform medicinal property analysis using a specific algorithm, and the result display unit is used to intuitively present the medicinal property analysis results.
[0020] Preferably, the Tibetan medicine prescription library module includes a prescription query unit and a result processing unit, wherein the prescription query unit is used to query by prescription name, efficacy, and prescription composition, and the result processing unit is used to export results, clear data, and analyze association rules.
[0021] Preferably, the Tibetan medicine data cleaning module includes a data import unit, a cleaning operation unit and a specification export unit. The data import unit is used to support the import of data in various document formats, the cleaning operation unit is used to screen, organize and standardize the data, and the specification export unit is used to output the cleaned standard data.
[0022] Preferably, the Tibetan medicine inheritance auxiliary module includes an inheritance material management unit, an inheritance path planning unit and an inheritance effect evaluation unit. The inheritance material management unit is used to organize and store inheritance-related materials, the inheritance path planning unit is used to formulate a reasonable plan for inheritance activities, and the inheritance effect evaluation unit is used to evaluate the effectiveness of inheritance work.
[0023] Preferably, the Tibetan medicine and Tibetan medicine intelligent diagnosis and treatment module includes an analysis unit, a display unit, an operation unit, a calculation unit, a data storage and calling unit and an algorithm application unit. The analysis unit is used to process and analyze input information and use algorithms to extract key features and associations. The display unit is used to display the analysis results, wherein the analysis results include symptoms, prescriptions, formula information and related word clouds, and feedback module operation progress to let users understand the stage of the operation. The operation unit is used to export buttons for outputting analysis results and clear buttons for clearing input information. The calculation unit is used to calculate TFidf contribution, April relationships of key terms, and to infer and recommend symptoms, prescriptions, and formulas. The data storage and calling unit is used to store Tibetan medicine ancient literature data for calling and retrieving during analysis. The algorithm application unit is used to apply specific algorithms for data processing and analysis to mine valuable information.
[0024] The present invention provides a Tibetan medicine information platform, which has the following beneficial effects:
[0025] 1. Through the analysis of the taste and flavor of Tibetan medicine, the present invention enables doctors to have a deeper understanding of the medicinal properties of each Tibetan medicine, thereby providing patients with a more accurate medication plan. The results can provide a basis for personalized treatment based on individual differences in patients, such as constitution, condition, age and other factors. Different patients may have different reactions to different tastes and flavors. Through analysis, the effect of the Tibetan medicine combination that best suits the patient can be found.
[0026] 2. The present invention removes erroneous, duplicated and incomplete data through operations such as data screening, sorting and standardization in the cleaning module, ensuring the accuracy of Tibetan medicine data, which provides a reliable data basis for subsequent analysis and application, avoiding wrong decisions caused by data errors, and the standard export unit outputs the cleaned standard data, so that data from different sources have a unified format and standard, thereby enhancing the consistency of the data. This facilitates data integration and sharing, and improves the efficiency of data use.
[0027] 3. The present invention can quickly and accurately prescribe Tibetan medicine prescriptions through the Tibetan medicine prescription library module. Doctors can quickly query the required Tibetan medicine prescriptions through various methods such as prescription name, efficacy, and prescription composition, providing accurate prescription references for clinical treatment. This greatly shortens the time for doctors to find prescriptions and improves the efficiency of diagnosis and treatment. BRIEF DESCRIPTION OF THE DRAWINGS
[0028] Figure 1 This is a system architecture diagram of the Tibetan medicine information platform of the present invention;
[0029] Figure 2 This is a module architecture diagram of the Tibetan medicine knowledge base of the Tibetan medicine information platform of the present invention;
[0030] Figure 3 This is the architecture diagram of the scientific research and innovation module of the Tibetan medicine information platform of the present invention;
[0031] Figure 4 This is a diagram of the medicinal material management module architecture of the Tibetan medicine information platform of the present invention;
[0032] Figure 5 This is a diagram of the flavor and medicinal properties analysis module architecture of the Tibetan medicine information platform of the present invention;
[0033] Figure 6 This is a module architecture diagram of the Tibetan medicine prescription library of the Tibetan medicine information platform of the present invention;
[0034] Figure 7 This is a diagram of the Tibetan medicine data cleaning module architecture of the Tibetan medicine information platform of the present invention;
[0035] Figure 8 This is a diagram of the Tibetan medicine inheritance auxiliary module architecture of the Tibetan medicine information platform of the present invention;
[0036] Fig. 9 This is a diagram of the Tibetan medicine and Tibetan medicine intelligent diagnosis and treatment architecture of the Tibetan medicine information platform of the present invention. DETAILED DESCRIPTION
[0037] The technical solution of the present invention will be described clearly and completely below in conjunction with the accompanying drawings 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 are within the scope of protection of the present invention.
[0038] Example:
[0039] Please see attached Figure 1 -Attached Figure 8 , the embodiment of the present invention provides a Tibetan medicine information platform, characterized by comprising a Tibetan medicine knowledge base module, a scientific research and innovation module, a medicinal material management module, a flavor and medicinal property analysis module, a Tibetan medicine prescription library module, a Tibetan medicine data cleaning module, a Tibetan medicine inheritance auxiliary module and a Tibetan medicine intelligent diagnosis and treatment module;
[0040] The Tibetan medicine knowledge base module is used to integrate and store Tibetan medicine classic literature, disease diagnosis and treatment plans, and medicinal materials information;
[0041] The scientific research and innovation module is used to track and manage scientific research projects related to Tibetan medicine, conduct in-depth mining and analysis of Tibetan medicine data, and provide a platform for communication and cooperation for scientific researchers;
[0042] The medicinal material management module is responsible for monitoring the inventory of Tibetan medicinal materials;
[0043] The flavor, chemical and medicinal properties analysis module is used to help users gain a deeper understanding of the medicinal properties of Tibetan medicine by collecting and analyzing the flavor, chemical and medicinal properties data of Tibetan medicine, and provide a scientific basis for the rational use and research and development of Tibetan medicine.
[0044] The Tibetan medicine prescription database module is used for querying, analyzing and managing Tibetan medicine prescriptions, collecting and organizing Tibetan medicine prescriptions, and supporting multi-mode prescription retrieval;
[0045] The Tibetan medicine data cleaning module is used to import, filter, organize and standardize Tibetan medicine related data to improve the quality and availability of data;
[0046] The Tibetan medicine inheritance auxiliary module is used to manage Tibetan medicine inheritance materials, plan the methods and channels of inheritance, and evaluate the actual situation of inheritance work;
[0047] Tibetan medicine The Tibetan medicine intelligent diagnosis and treatment module collects and organizes diagnosis and treatment data, conducts statistical analysis, and provides data support for the research and development of Tibetan medicine.
[0048] The Tibetan medicine knowledge base module includes a classic literature unit, a disease diagnosis and treatment plan unit, and a medicinal material information unit. The classic literature unit is used to collect classic works and ancient documents on Tibetan medicine, the disease diagnosis and treatment plan unit is used to organize Tibetan medicine treatment plans for various diseases, and the medicinal material information unit is used to record detailed information on the characteristics, efficacy, and origin of medicinal materials.
[0049] Specifically, the Classic Literature Unit provides original materials for the academic research of Tibetan medicine, promotes the in-depth exploration and development of Tibetan medicine theory, becomes an important carrier for the inheritance of Tibetan medicine culture, ensures the continuation of ancient wisdom, provides rich teaching materials for Tibetan medicine education, and cultivates more professional talents;
[0050] The disease diagnosis and treatment plan unit provides clinicians with effective references for treating various diseases, improves the diagnosis and treatment level, promotes the application of Tibetan medicine in clinical practice, gives full play to its unique treatment advantages, facilitates the summary and analysis of the treatment effects of different diseases, and further optimizes the diagnosis and treatment plan;
[0051] The medicinal materials information unit provides an accurate basis for the identification, procurement and use of medicinal materials, ensures the quality of medicinal materials, helps researchers to gain an in-depth understanding of the characteristics and efficacy of Tibetan medicinal materials, promotes the development of new drugs, provides guidance for the planting, breeding and origin protection of medicinal materials, and promotes the sustainable development of the Tibetan medicine industry.
[0052] The scientific research and innovation module includes a research project management unit, a data analysis unit and an academic exchange community unit. The research project management unit is used to track and manage scientific research projects related to Tibetan medicine. The data analysis unit is used to mine and analyze Tibetan medicine data. The academic exchange community unit is used to provide a platform for communication and cooperation for scholars and researchers.
[0053] Specifically, the research project management unit will comprehensively sort out and plan the scientific research projects related to Tibetan medicine, clarify the goals, tasks, timetables and responsible persons of the projects, ensure the orderly progress of the projects, monitor the progress of the scientific research projects in real time, promptly discover and solve the problems that arise during the implementation of the projects, ensure the completion of the projects on time, reasonably allocate human, material and financial resources, ensure that the scientific research projects can obtain sufficient support, and improve the efficiency of resource utilization;
[0054] The data analysis unit extracts valuable information from a large amount of Tibetan medicine data, such as the relationship between symptoms and medicinal materials, factors affecting treatment effects, etc., to provide new ideas and directions for scientific research. Through the analysis of Tibetan medicine data, it discovers the development trends and hot issues in the field of Tibetan medicine, provides a basis for scientific research topic selection and decision-making, and conducts quantitative evaluation of Tibetan medicine treatment methods and drug effects, providing a scientific basis for clinical practice;
[0055] The academic exchange community unit provides a platform for scholars and researchers to communicate and share Tibetan medicine knowledge, promote the dissemination and diffusion of knowledge, facilitate scholars and researchers to find partners, carry out interdisciplinary and cross-institutional collaborative research, improve scientific research and innovation capabilities, and provide scholars and researchers with a place to discuss issues in the field of Tibetan medicine, promote the collision of ideas and academic debates, and timely publish the latest research results, academic trends and conference information in the field of Tibetan medicine, so that scholars and researchers can understand the development trends of the industry.
[0056] The medicinal material management module includes a medicinal material inventory management unit and a quality traceability unit. The medicinal material inventory management unit is used to monitor the inventory status of Tibetan medicinal materials in real time, and the quality traceability unit is used to ensure the traceability of the quality of medicinal materials.
[0057] Specifically, the medicinal material inventory management unit monitors the inventory status of Tibetan medicinal materials in real time, and can accurately understand the quantity, specifications, batches and other information of each medicinal material, providing accurate data support for the allocation and use of medicinal materials. By timely grasping the inventory dynamics, the procurement plan can be planned in advance to avoid out-of-stock situations caused by insufficient inventory, and ensure the continuity of clinical drug use and production. Reasonable control of inventory levels, avoid excessive inventory backlogs, reduce inventory costs and capital occupation, optimize inventory layout according to the frequency of use and demand characteristics of different medicinal materials, and improve the efficiency and convenience of inventory management.
[0058] The quality traceability unit can timely discover and deal with quality problems through the traceability of medicinal material quality, ensure the quality and safety of medicinal materials, and protect the safety of patients' medication. When quality problems occur, it can quickly and accurately trace the source of the problem, identify the responsible party, and provide a basis for problem solving and accountability. The quality traceability mechanism encourages all relevant parties in the production, circulation and use of medicinal materials to enhance quality awareness, strengthen quality management, and jointly ensure the quality of medicinal materials.
[0059] The flavor, chemical and medicinal properties analysis module includes a medicinal property data collection unit, an analysis algorithm unit and a result display unit. The medicinal property data collection unit is used to collect the flavor, chemical and medicinal properties related data of various Tibetan medicines, the analysis algorithm unit is used to use a specific algorithm to perform medicinal property analysis, and the result display unit is used to intuitively present the medicinal property analysis results.
[0060] Specifically, the medicinal property data collection unit lays the foundation for analysis. By extensively collecting data related to the taste, nature, and flavor of various Tibetan medicines, it provides a solid data foundation for the entire medicinal property analysis module. Without accurate and comprehensive data, subsequent analysis and result presentation will be out of the question. The collection of these data will help further enrich the knowledge system of Tibetan medicine and provide more clues and basis for in-depth research on the characteristics and efficacy of Tibetan medicines.
[0061] The analysis algorithm unit uses specific algorithms to conduct in-depth analysis of the collected data, which can reveal the internal laws between the flavor, chemical taste and medicinal properties of Tibetan medicine, and provide a scientific basis for understanding the mechanism of action of Tibetan medicine. Through the analysis algorithm, new drug combinations and treatment plans can be discovered, providing innovative ideas for the research and development of Tibetan medicine, helping doctors to choose the most suitable Tibetan medicine for treatment according to the specific conditions of the patients, and improving the clinical treatment effect;
[0062] The result display unit presents the complex medicinal properties analysis results in an intuitive way, which is convenient for doctors, researchers and ordinary users to understand and apply. The clear display can help them better understand the medicinal properties of Tibetan medicine and improve the use effect of Tibetan medicine. The intuitive result display is conducive to communication and cooperation between people in different fields and jointly promote the development of Tibetan medicine. Through the display, research results can be shared and academic exchanges and cooperative research can be promoted.
[0063] The Tibetan medicine prescription library module includes a prescription query unit and a result processing unit. The prescription query unit is used to query by prescription name, efficacy, and prescription composition, and the result processing unit is used to export results, clear data, and analyze association rules.
[0064] Specifically, the prescription query unit can help users quickly find the required Tibetan medicine prescriptions by querying prescription names, effects, formulas, etc., which can improve the search efficiency whether it is a doctor looking for a prescription with a specific effect in clinical practice or a researcher conducting prescription research;
[0065] The result processing unit exports the query results into different formats, such as Excel, PDF, etc., to facilitate users to conduct further analysis and processing. Researchers can export the results for statistical analysis, and doctors can print out the prescription information for clinical reference.
[0066] The Tibetan medicine data cleaning module includes a data import unit, a cleaning operation unit and a standard export unit. The data import unit is used to support the import of data in various document formats, the cleaning operation unit is used to screen, organize and standardize the data, and the standard export unit is used to output the cleaned standard data.
[0067] Specifically, the data import unit supports data import in multiple document formats, such as Excel, CSV, XML, etc., which can adapt to data from different sources and facilitate the integration of various Tibetan medicine data resources; it enables data from different channels to be quickly centralized into the Tibetan medicine information platform, providing a basis for subsequent data cleaning and analysis;
[0068] The cleaning operation unit removes duplicate, erroneous and incomplete data to improve the quality of data. For example, it selects Tibetan medicine data with clear sources and accurate records, and excludes unclear or unreliable data. It organizes and classifies messy data to give it a unified format and structure. For example, it organizes medicinal material information from different sources according to unified standards to facilitate query and analysis;
[0069] The standard export unit outputs the cleaned standard data in a specific format, such as standardized database files, Excel tables, etc., which is convenient for other systems or software to read and use, and provides convenience for the sharing and exchange of Tibetan medicine data. Other institutions and researchers can use the cleaned standard data for further research and application, and can archive the cleaned data for subsequent query and analysis.
[0070] The Tibetan medicine inheritance auxiliary module includes an inheritance material management unit, an inheritance path planning unit and an inheritance effect evaluation unit. The inheritance material management unit is used to organize and store inheritance-related materials, the inheritance path planning unit is used to make reasonable plans for inheritance activities, and the inheritance effect evaluation unit is used to evaluate the effectiveness of inheritance work.
[0071] Specifically, the inheritance data management unit systematically organizes and stores data related to the inheritance of Tibetan medicine, including ancient books and documents, medical records, oral histories, and video data, to ensure that these precious materials are properly preserved and avoid being lost due to the passage of time, natural damage, or human negligence, so that inheritors and researchers can quickly find the required information, whether they are looking for a specific prescription or treatment, or understanding the experience of a Tibetan medicine master, they can obtain information efficiently;
[0072] The inheritance path planning unit formulates a reasonable plan for the inheritance of Tibetan medicine and clarifies the goals and directions of inheritance. For example, it determines the key areas, skills and knowledge to be inherited, as well as the time nodes and phased goals of inheritance. It integrates various resources, including human, material and financial resources, to provide strong support for inheritance activities. The planning unit can coordinate the forces of all parties to ensure that resources are reasonably allocated and utilized.
[0073] The inheritance effect evaluation unit evaluates the effectiveness of Tibetan medicine inheritance work and measures whether the inheritance activities have achieved the expected goals. By setting specific evaluation indicators, such as the number of inheritors, the degree of knowledge mastery, clinical application effects, etc., it objectively evaluates the results of inheritance work. According to the evaluation results, it promptly feedbacks the problems and deficiencies in the inheritance work and proposes improvement measures. The evaluation unit can provide a basis for the adjustment and optimization of inheritance activities and continuously improve the quality of inheritance work.
[0074] Preferably, the Tibetan medicine and Tibetan medicine intelligent diagnosis and treatment module includes an analysis unit, a display unit, an operation unit, a calculation unit, a data storage and call unit and an algorithm application unit. The analysis unit is used to process and analyze input information and use algorithms to extract key features and associations. The display unit is used to display the analysis results, wherein the analysis results include symptoms, prescriptions, formula information and related word clouds, and feedback the module operation progress to let the user know the stage of the operation. The operation unit is used to export buttons for outputting analysis results, and clear buttons for clearing input information. The calculation unit is used to calculate TFidf contribution, Apri or i relationships of key terms, and to infer and recommend symptoms, prescriptions, and formulas. The data storage and call unit is used to store Tibetan medicine ancient literature data, which is called and retrieved during analysis. The algorithm application unit is used to apply specific algorithms for data processing and analysis to mine valuable information.
[0075] Specifically, we explored the construction of a terminology database of "disease-symptom-prescription-medicine" in ancient Tibetan medicine. Based on 30 ancient Tibetan medicine documents such as "Four Medical Classics", we sorted out the ancient books in units of paragraphs, phrases, bytes, etc., proposed a method for obtaining the terminology of "disease-symptom-prescription-medicine" in ancient NYE books, screened the terms and constructed a database. The three chapters of Long, Triba and Bacon were used as test objects, and the precision, recall rate, F1 value and other factors were used to test the effect of term extraction. Based on the terminology database, we constructed a knowledge graph of Tibetan medicine for the treatment of Zhenbu disease. First, based on 30 ancient Tibetan medicine books, we obtained 14218 paragraphs, 424931 phrases, and 360,100 bytes, a total of 649,600 different potential terms, with a total frequency of 1438,500 times. 85473 terms were obtained from the frequency ≥ 10, and 18690 valid terms were obtained through manual verification and screening. There are 2036 Chinese medicine terms, 7627 prescription terms, and 9027 prescription terms. The most common terms are composed of 4 bytes and 2 bytes. Based on the term base, the accuracy of the term extraction test results is higher than 85%, and the knowledge graph can be effectively constructed and displayed. Ancient books are a treasure trove of Tibetan medicine wisdom. To promote its digital inheritance and improve its medical and scientific research value, the NYE model is proposed to efficiently complete the construction of the term base and promote the digital research of ancient books such as "ancient book original text-knowledge graph" and "classic famous prescription-intelligent prescription", in order to achieve the shared Tibetan medicine knowledge inheritance of "intercommunication-intertranslation-mutual learning". The analysis unit receives and processes input information, uses algorithms to mine key features and internal correlations, and can extract valuable information from complex inputs, providing an accurate data basis for subsequent analysis and decision-making, and improving the reliability of diagnosis and treatment recommendations;
[0076] The display unit displays symptoms, prescriptions, formula information and related word clouds in an intuitive and clear manner, and provides feedback on the running progress, allowing users to quickly understand the analysis results, grasp the key points, and understand the operation progress in a timely manner, thereby improving user experience and operating efficiency;
[0077] The operation unit provides export and clear functions. Export is used to save analysis results, and clearing is convenient for re-entering to facilitate users to save and share results. It can also easily start new operations, making the process more flexible and convenient;
[0078] The calculation unit calculates various key indicators and relationships, and makes inferences and recommendations on symptoms, prescriptions, and prescription compositions to provide scientific basis and precise suggestions for diagnosis and treatment, thereby improving the accuracy and effectiveness of diagnosis and treatment;
[0079] The data storage and call unit stores a large amount of ancient Tibetan medical literature data for easy call and retrieval during analysis, ensuring that rich data resources are available and providing a comprehensive reference for accurate analysis and diagnosis.
[0080] The algorithm application unit uses specific algorithms to process and analyze data and mine information of potential value. It is able to discover hidden patterns and connections from massive data and provide innovative ideas and methods for diagnosis and treatment.
[0081] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.
Claims
1. Tibetan medicine information platform, characterized by: It includes Tibetan medicine knowledge base module, scientific research and innovation module, medicinal material management module, flavor and medicinal properties analysis module, Tibetan medicine prescription library module, Tibetan medicine data cleaning module, Tibetan medicine inheritance auxiliary module and Tibetan medicine intelligent diagnosis and treatment module; The Tibetan medicine knowledge base module is used to integrate and store classical literature, disease diagnosis and treatment plans, and medicinal material information of Tibetan medicine; The scientific research and innovation module is used to track and manage scientific research projects related to Tibetan medicine, conduct in-depth mining and analysis of Tibetan medicine data, and provide a platform for communication and cooperation for scientific researchers; The medicinal material management module is responsible for monitoring the inventory of Tibetan medicinal materials; The flavor, chemical, and medicinal properties analysis module is used to help users gain a deeper understanding of the medicinal properties of Tibetan medicine by collecting and analyzing the flavor, chemical, and medicinal properties related data of Tibetan medicine, thereby providing a scientific basis for the rational use and research and development of Tibetan medicine. The Tibetan medicine prescription library module is used for querying, analyzing and managing Tibetan medicine prescriptions, collecting and arranging Tibetan medicine prescriptions, and supporting multi-mode prescription retrieval; The Tibetan medicine data cleaning module is used to import, screen, organize and standardize Tibetan medicine related data to improve the quality and availability of the data; The Tibetan medicine inheritance auxiliary module is used to manage Tibetan medicine inheritance materials, plan the methods and channels of inheritance, and evaluate the actual situation of inheritance work; The Tibetan medicine intelligent diagnosis and treatment module collects and organizes diagnosis and treatment data, performs statistical analysis, and provides data support for the research and development of Tibetan medicine.
2. The Tibetan medicine information platform according to claim 1, characterized in that: The Tibetan medicine knowledge base module includes a classic literature unit, a disease diagnosis and treatment plan unit and a medicinal material information unit. The classic literature unit is used to include classic works and ancient documents on Tibetan medicine, the disease diagnosis and treatment plan unit is used to organize Tibetan medicine treatment plans for various diseases, and the medicinal material information unit is used to record detailed information on the characteristics, efficacy and origin of medicinal materials.
3. The Tibetan medicine information platform according to claim 1, characterized in that: The scientific research and innovation module includes a research project management unit, a data analysis unit and an academic exchange community unit. The research project management unit is used to track and manage scientific research projects related to Tibetan medicine, the data analysis unit is used to mine and analyze Tibetan medicine data, and the academic exchange community unit is used to provide a platform for communication and cooperation for scholars and researchers.
4. The Tibetan medicine information platform according to claim 1, characterized in that: The medicinal material management module includes a medicinal material inventory management unit and a quality tracing unit. The medicinal material inventory management unit is used to monitor the inventory status of Tibetan medicinal materials in real time, and the quality tracing unit is used to ensure the traceability of the quality of the medicinal materials.
5. The Tibetan medicine information platform according to claim 1, characterized in that: The flavor, chemical and medicinal properties analysis module includes a medicinal property data collection unit, an analysis algorithm unit and a result display unit. The medicinal property data collection unit is used to collect the flavor, chemical and medicinal properties related data of various Tibetan medicines, the analysis algorithm unit is used to use a specific algorithm to perform medicinal property analysis, and the result display unit is used to intuitively present the medicinal property analysis results.
6. The Tibetan medicine information platform according to claim 1, characterized in that: The Tibetan medicine prescription library module includes a prescription query unit and a result processing unit. The prescription query unit is used to query by prescription name, efficacy, and prescription composition, and the result processing unit is used to export results, clear data, and analyze association rules.
7. The Tibetan medicine information platform according to claim 1, characterized in that: The Tibetan medicine data cleaning module includes a data import unit, a cleaning operation unit and a standard export unit. The data import unit is used to support data import in multiple document formats, the cleaning operation unit is used to screen, organize and standardize data, and the standard export unit is used to output the cleaned standard data.
8. The Tibetan medicine information platform according to claim 1, characterized in that: The Tibetan medicine inheritance auxiliary module includes an inheritance data management unit, an inheritance path planning unit and an inheritance effect evaluation unit. The inheritance data management unit is used to organize and store inheritance-related data, the inheritance path planning unit is used to formulate a reasonable plan for inheritance activities, and the inheritance effect evaluation unit is used to evaluate the effectiveness of inheritance work.
9. The Tibetan medicine information platform according to claim 1, characterized in that: The Tibetan medicine intelligent diagnosis and treatment module includes an analysis unit, a display unit, an operation unit, a calculation unit, a data storage and call unit and an algorithm application unit. The analysis unit is used to process and analyze input information and extract key features and associations using algorithms. The display unit is used to display analysis results, wherein the analysis results include symptoms, prescriptions, formula information and related word clouds, feedback module operation progress, so that users can understand the stage of the operation. The operation unit is used to export buttons for outputting analysis results and clear buttons for clearing input information. The calculation unit is used to calculate TFidf contribution, Apriori relationships of key terms, and to infer and recommend symptoms, prescriptions and formulas. The data storage and call unit is used to store Tibetan medicine ancient literature data, which is called and retrieved during analysis. The algorithm application unit is used to apply specific algorithms for data processing and analysis to mine valuable information.