A survey of artificial intelligence in tongue image for disease diagnosis and syndrome differentiation

Q Liu, Y Li, P Yang, Q Liu, C Wang, K Chen… - Digital …, 2023 - journals.sagepub.com
The rapid development of artificial intelligence technology has gradually extended from the
general field to all walks of life, and intelligent tongue diagnosis is the product of a …

LAIU-Net: a learning-to-augment incorporated robust U-Net for depressed humans' tongue segmentation

M Marhamati, AAL Zadeh, MM Fard, MA Hussain… - Displays, 2023 - Elsevier
Computer-aided tongue diagnosis system requires segmentation of the tongue body. The
frequent movement of the tongue due to its natural flexibility often causes shape variability in …

Tongue image quality assessment based on a deep convolutional neural network

T Jiang, X Hu, X Yao, L Tu, J Huang, X Ma… - BMC Medical Informatics …, 2021 - Springer
Background Tongue diagnosis is an important research field of TCM diagnostic technology
modernization. The quality of tongue images is the basis for constructing a standard dataset …

A novel tongue segmentation method based on improved U-Net

Z Huang, J Miao, H Song, S Yang, Y Zhong, Q Xu… - Neurocomputing, 2022 - Elsevier
Background and objective Accurate segmentation of tongue image is a prerequisite to
intelligent tongue diagnosis. Current tongue segmentation algorithms have good …

MEA-Net: multilayer edge attention network for medical image segmentation

H Liu, Y Feng, H Xu, S Liang, H Liang, S Li, J Zhu… - Scientific reports, 2022 - nature.com
Medical image segmentation is a fundamental step in medical analysis and diagnosis. In
recent years, deep learning networks have been used for precise segmentation. Numerous …

Deep Learning Multi‐label Tongue Image Analysis and Its Application in a Population Undergoing Routine Medical Checkup

T Jiang, Z Lu, X Hu, L Zeng, X Ma… - Evidence‐Based …, 2022 - Wiley Online Library
Background. Research on intelligent tongue diagnosis is a main direction in the
modernization of tongue diagnosis technology. Identification of tongue shape and texture …

Study on TCM tongue image segmentation model based on convolutional neural network fused with superpixel

H Zhang, R Jiang, T Yang, J Gao… - Evidence‐Based …, 2022 - Wiley Online Library
Tongue image segmentation is a base work of TCM tongue processing. Nowadays, deep
learning methods are widely used on tongue segmentation, which has better performance …

Encoder-decoder network with RMP for tongue segmentation

W Kusakunniran, P Borwarnginn… - Medical & Biological …, 2023 - Springer
Tongue and its movements can be used for several medical-related tasks, such as
identifying a disease and tracking a rehabilitation. To be able to focus on a tongue region …

RTC_TongueNet: An improved tongue image segmentation model based on DeepLabV3

Y Tang, D Tan, H Li, M Zhu, X Li, X Wang… - Digital …, 2024 - journals.sagepub.com
Objective Tongue segmentation as a basis for automated tongue recognition studies in
Chinese medicine, which has defects such as network degradation and inability to obtain …

An efficient tongue segmentation model based on u-net framework

Q Ruan, Q Wu, J Yao, Y Wang, HW Tseng… - International Journal of …, 2021 - World Scientific
In the intelligently processing of the tongue image, one of the most important tasks is to
accurately segment the tongue body from a whole tongue image, and the good quality of …