Review and Prospects of Research on Artificial Intelligence TCM Tongue Diagnosis Technology
10.19879/j.cnki.1005-5304.202310392
- VernacularTitle:中医舌象智能诊断技术研究述评及展望
- Author:
Tao JIANG
1
;
Liping TU
;
Jiatuo XU
Author Information
1. 上海中医药大学中医学院,上海 201203
- Keywords:
tongue diagnosis;
artificial intelligence;
neural network;
deep learning;
review
- From:
Chinese Journal of Information on Traditional Chinese Medicine
2024;31(7):182-187
- CountryChina
- Language:Chinese
-
Abstract:
The modernization research of TCM tongue diagnosis involves a complex process of acquiring tongue diagnosis images of diseases and syndromes through machine vision and image processing technology,and conducting intelligent diagnosis and analysis.The development of artificial intelligence technology has brought new opportunities for the intelligent research of tongue diagnosis images in TCM.This article systematically reviewed the current status of the development and standard application of TCM tongue diagnosis instruments in the past decade,discussed the latest research progress in deep learning methods including tongue image quality assessment,tongue image segmentation,tongue color classification,tongue image pattern recognition,three-dimensional tongue image reconstruction,and clinical applications.It deeply analyzed the bottleneck problems existing in the current artificial intelligence tongue diagnosis technology,proposed to focus on clinical disease-syndrome combined applications,multi-level expansion,cross-modal fusion to enhance the depth and breadth of tongue diagnosis features,utilize general artificial intelligence methods to enhance the intelligence diagnosis technology of tongue images,innovate and construct a new model of intelligent tongue diagnosis with full-domain information perception,health assessment,and disease-syndrome diagnosis,in order to promote the leapfrog development of intelligent TCM diagnosis and treatment technology.
