Dynamic Interactive Reasoning and Intelligent Dialectics of Chinese Medicine Based on Probability Graph
- VernacularTitle:基于概率图的中医动态交互问诊与智能辨证的数学模型的探索
- Author:
Fen WANG
1
;
Tonghua LIU
;
Lei DING
;
Hualiang HE
;
Lujia CHEN
Author Information
- Keywords: Probability graph; Traditional Chinese medical interactive consultation; Intelligence dialectical analysis; Mathematical model
- From: World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(10):3370-3376
- CountryChina
- Language:Chinese
- Abstract: This paper proposes a mathematical model based on probability graphs and an algorithm of iterative reasoning,which is an automatic interactive question-and-answer mathematical model based on the classic TCM syndrome differentiation system and the theory of prescription and syndrome correspondence.It is used for TCM online interactive consultation and automatic syndrome differentiation analysis to improve the effectiveness of remote TCM clinical consultation and help TCM artificial intelligence assist syndrome differentiation.This model can express the clinician's experience in syndrome differentiation,and reflect his ability to accumulate and apply knowledge of ancient Chinese books,which is conducive to the inheritance and development of TCM physicians'personal experience.The model is scalable and configurable,and can continuously accumulate experience in dialectics and knowledge of traditional Chinese medicine.The use of iterative reasoning algorithm can realize the automatic analysis and reasoning of more optimized syndrome analysis results through brief interactive question and answer,providing more efficient and convenient practical assistance for clinical diagnosis and treatment of traditional Chinese medicine,which is conducive to accelerating the inheritance and promotion of traditional Chinese medicine,and is conducive to the expansion of Chinese medicine.The mass basis and market supply of medical diagnosis and treatment services have far-reaching social benefits.
