Research on Automatic Classification Methods for Tibetan Medicine Urine Diagnosis Images

Tibetan medicine, one of the four major traditional medical systems in the world, employs urine diagnosis as a unique and widely used method for disease identification in Tibetan medicine. This study developed a joint classification model that leverages deep neural networks to classify the features and attributes of images of urine used in Tibetan medicine. Tested on a dataset collected in real-world conditions, the model demonstrated a classification accuracy of up to 93.6%, laying a solid foundation for the future development of decision-support platforms specifically designed for urine diagnosis in Tibetan medicine.

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Publication Details

Published
2024-09-13
DOI
https://doi.org/10.1109/mvipit65697.2024.00009
Primary Topic
Traditional Chinese Medicine Studies
Type
article
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Research on Automatic Classification Methods for Tibetan Medicine Urine Diagnosis Images

Nuo Qun, Gadeng Luosang, Nyima Tashi, Duojie Renzeng et al.
Traditional Chinese Medicine Studies
article

Research on Automatic Classification Methods for Tibetan Medicine Urine Diagnosis Images

Nuo Qun, Gadeng Luosang, Nyima Tashi, Duojie Renzeng, Dongzhu Renqing, Sanzhi Cairang
article en

Abstract

Tibetan medicine, one of the four major traditional medical systems in the world, employs urine diagnosis as a unique and widely used method for disease identification in Tibetan medicine. This study developed a joint classification model that leverages deep neural networks to classify the features and attributes of images of urine used in Tibetan medicine. Tested on a dataset collected in real-world conditions, the model demonstrated a classification accuracy of up to 93.6%, laying a solid foundation for the future development of decision-support platforms specifically designed for urine diagnosis in Tibetan medicine.

Tibet University (CN)
Zero hunger
Openalex Percentile: Top 50%
Traditional Chinese Medicine Studies
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