An intelligent diagnosis method of TCM syndromes based on sstm

A technology of intelligent diagnosis and TCM syndrome, which is applied in medical automatic diagnosis, medical informatics, medical data mining, etc., can solve the problems of failing to reach the level of practical application, and achieve the effect of improving accuracy and reducing interference

Active Publication Date: 2021-10-29
北京德荣智慧国际科技中心(有限合伙)
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Problems solved by technology

The existing data analysis and mining technology for intelligent diagnosis of traditional Chinese medicine mainly adopts multivariate statistics and conventional data mining methods, which cannot effectively deal with the complex mining of syndrome diagnosis rules and fail to reach the level of practical application

Method used

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  • An intelligent diagnosis method of TCM syndromes based on sstm
  • An intelligent diagnosis method of TCM syndromes based on sstm
  • An intelligent diagnosis method of TCM syndromes based on sstm

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Embodiment Construction

[0048] The present invention will be described in further detail below in conjunction with accompanying drawing, figure 1 It is a flowchart of the present invention.

[0049] 1. Selection of training sample set and prediction sample

[0050] The specific sample data comes from the National Population and Health Science Data Sharing Platform, which collects 21 kinds of TCM disease special database data, involving 1741 diseases, with a total of 127,541 pieces of data, and 51,144 pieces after removing the data without syndrome marks, further removing symptoms and After the number of syndromes is less than 3, there are 8,751 pieces of data; 90% of the pieces of data are randomly selected as the training set, and the remaining 10% are used as the test set. The specific format of the sample data is shown in Table 1.

[0051] Table 1 Example of training sample data

[0052]

[0053]

[0054] 2. Construct SSTM. The theme of the model is represented by the dominant variable from...

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Abstract

The invention provides an SSTM-based intelligent diagnosis method for TCM syndromes. Firstly, input the patient's electronic document diagnosis and treatment record data set recognizable by the computer program; secondly, construct the symptom-syndrome theme model (SSTM), solve the parameters and train it ; Then input the predicted samples, use the relaxed SSTM for incremental training, and perform intelligent syndrome diagnosis. This method can be applied to a TCM learning system, greatly reducing the difficulty of learning and mastering TCM diagnosis knowledge, and can also be applied to various TCM intelligent diagnosis and treatment systems, which is of great significance for promoting the intelligence and standardization of syndrome diagnosis.

Description

technical field [0001] The invention relates to an intelligent diagnosis method of traditional Chinese medicine, in particular to an intelligent diagnosis method of syndromes of traditional Chinese medicine based on SSTM. Background technique [0002] "Syndrome differentiation and treatment" is one of the characteristics of traditional Chinese medicine. In the process of diagnosis and treatment of traditional Chinese medicine, a key link is "diagnosis", that is, doctors need to diagnose syndromes based on the patient's "four diagnostics" information-seeing, smelling, asking and feeling, so as to determine the treatment plan and prescription compatibility , "dialectics" reflects the knowledge, experience and level of Chinese medicine. Due to the complexity, diversity, and ambiguity of syndromes, it often takes several years or even ten years for TCM learners, especially young doctors, to master the "dialectical" laws. From the perspective of data mining, TCM especially The r...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G16H50/20G16H50/70
Inventor 马甲林陈伯伦张琳
Owner 北京德荣智慧国际科技中心(有限合伙)
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