Analyzing tongue images using a conceptual alignment deep autoencoder
Y Dai, G Wang - IEEE Access, 2018 - ieeexplore.ieee.org
Artificial intelligence can learn some concepts by analyzing sensory data similarly to
humans. This paper explores how artificial neural networks (ANNs) can learn abstract …
humans. This paper explores how artificial neural networks (ANNs) can learn abstract …
A multimodal deep architecture for traditional Chinese medicine diagnosis
Traditional Chinese medicine (TCM) is found on a long‐term medical practice in China.
Rare human brains can fully grasp the deep TCM knowledge derived from a tremendous …
Rare human brains can fully grasp the deep TCM knowledge derived from a tremendous …
Automatic construction of Chinese herbal prescriptions from tongue images using CNNs and auxiliary latent therapy topics
The tongue image provides important physical information of humans. It is of great
importance for diagnoses and treatments in clinical medicine. Herbal prescriptions are …
importance for diagnoses and treatments in clinical medicine. Herbal prescriptions are …
Conceptual alignment deep neural networks
Abstract Deep Neural Networks (DNNs) have powerful recognition abilities to classify
different objects. Although the models of DNNs can reach very high accuracy even beyond …
different objects. Although the models of DNNs can reach very high accuracy even beyond …
Objectification of tongue diagnosis in traditional medicine, data analysis, and study application
L Feng, W Xiao, C Wen, Q Deng, J Guo… - JoVE (Journal of …, 2023 - jove.com
Tongue diagnosis is an essential technique of traditional Chinese medicine (TCM)
diagnosis, and the need for objectifying tongue images through image processing …
diagnosis, and the need for objectifying tongue images through image processing …
Multi-task joint learning model for segmenting and classifying tongue images using a deep neural network
Q Xu, Y Zeng, W Tang, W Peng, T Xia… - IEEE journal of …, 2020 - ieeexplore.ieee.org
Automatic tongue image segmentation and tongue image classification are two crucial
tongue characterization tasks in traditional Chinese medicine (TCM). Due to the complexity …
tongue characterization tasks in traditional Chinese medicine (TCM). Due to the complexity …
Complexity perception classification method for tongue constitution recognition
J Ma, G Wen, C Wang, L Jiang - Artificial intelligence in medicine, 2019 - Elsevier
The body constitution is much related to the diseases and the corresponding treatment
programs in Traditional Chinese Medicine. It can be recognized by the tongue image …
programs in Traditional Chinese Medicine. It can be recognized by the tongue image …
Automatic classification framework of tongue feature based on convolutional neural networks
J Li, Z Zhang, X Zhu, Y Zhao, Y Ma, J Zang, B Li, X Cao… - Micromachines, 2022 - mdpi.com
Tongue diagnosis is an important part of the diagnostic process in traditional Chinese
medicine (TCM). It primarily relies on the expertise and experience of TCM practitioners in …
medicine (TCM). It primarily relies on the expertise and experience of TCM practitioners in …
Tooth-marked tongue recognition using gradient-weighted class activation maps
The tooth-marked tongue is an important indicator in traditional Chinese medicinal
diagnosis. However, the clinical competence of tongue diagnosis is determined by the …
diagnosis. However, the clinical competence of tongue diagnosis is determined by the …
Classifying tongue images using deep transfer learning
C Song, B Wang, J Xu - 2020 5th International conference on …, 2020 - ieeexplore.ieee.org
Traditional Chinese Medicine (TCM) believes that the tongue image is closely related to the
health of the human organs and tongues' visual features can provide valuable clues for …
health of the human organs and tongues' visual features can provide valuable clues for …