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Traditional Chinese medicine case data mining method

A technology of data mining and medical records, which is applied in the field of traditional Chinese medicine, can solve the problems of low data mining efficiency, ambiguous terminology expression, and not widely used, so as to enhance the ability to jump out of local optimum, reduce redundancy, and improve operating efficiency Effect

Pending Publication Date: 2020-10-30
山东管理学院
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Problems solved by technology

[0003] However, there are some terms in the medical records of traditional Chinese medicine that are vague in expression, complicated in title and unclear in meaning, which makes the data mining of medical records in traditional Chinese medicine low in efficiency and not widely used.

Method used

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  • Traditional Chinese medicine case data mining method
  • Traditional Chinese medicine case data mining method
  • Traditional Chinese medicine case data mining method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment

[0089] First, collect and organize 10,000 medical records of cardiovascular patients in the medical records of famous old Chinese medicine doctors from the outpatient medical record system;

[0090] Secondly, the collected medical records of cardiovascular patients are used to build a TCM medical record knowledge base based on granular computing, and then the information extraction algorithm is used to standardize the medical records in the TCM medical record knowledge base to obtain standardized patient medical record information;

[0091] Thirdly, through the text clustering algorithm, the standardized patient information of the same cardiovascular symptoms is clustered and analyzed, and the rules and experiences of famous Chinese medicine practitioners are analyzed;

[0092] Finally, through the association rule mining algorithm, the multiple association relationships between symptoms and prescriptions, symptoms and syndrome types, syndrome types and prescriptions, and the c...

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Abstract

The invention discloses a traditional Chinese medicine case data mining method. According to the method, a traditional Chinese medicine case knowledge base based on granular computing is constructed on the basis of collecting a large number of traditional Chinese medicine cases and an association rule mining algorithm and a clustering algorithm are utilized to carry out efficient data mining on traditional Chinese medicine medical cases, so that the problems that term expression is fuzzy and complex in massive traditional Chinese medicine medical cases, and a data mining algorithm is low in efficiency and not wide in application due to the fuzzy and complext term expression are solved, application of the data mining technology in the field of traditional Chinese medicine is broadened, andtheoretical and technical support is provided for promoting development of related industries.

Description

technical field [0001] The invention relates to the field of traditional Chinese medicine, in particular to a method for data mining of medical records of traditional Chinese medicine. Background technique [0002] Medical records of traditional Chinese medicine are also medical records, which are continuous records of dialectics, legislation, and prescriptions of medicines when doctors treat diseases. Medical records record the process of TCM clinicians trying dialectical treatment, reflect the thinking activities, academic views and rich clinical experience of doctors, and provide valuable research materials for the innovation and development of TCM theory. Studying medical cases and learning relevant knowledge from them can not only enrich and deepen theoretical knowledge, but also improve the level of clinical diagnosis and treatment, broaden horizons, and inspire ideas. Therefore, medical records are of great guiding significance in TCM clinical research and practice f...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/70G06F16/35G06F40/205
CPCG16H50/70G06F40/205G06F16/35
Inventor 赵丽丽梁科
Owner 山东管理学院
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