A multi-step approach for tongue image classification in patients with diabetes

Jun Li,Jingbin Huang,Tao Jiang,Liping Tu,Longtao Cui,Ji Cui,Xuxiang Ma,Xinghua Yao,Yulin Shi,Sihan Wang,Yu Wang,Jiayi Liu,Yongzhi Li,Changle Zhou,Xiaojuan Hu,Jiatuo Xu

Computers in Biology and Medicine（2022）

引用 11|浏览15

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摘要

•This study has given us new insights into the developmental stages of diabetes.•This study presents a new method of classifying diabetic tongue images without manual intervention.•This study will help improve the consistency and accuracy of TCM diagnosis of diabetes.

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关键词

Diabetes,Tongue image,Vector quantized variational autoencoder,K-means,Vision transformer,Machine learning,Deep learning

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