AIMC Topic: Tongue

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Tongue Image Texture Classification Based on Image Inpainting and Convolutional Neural Network.

Computational and mathematical methods in medicine Dec 15, 2022
Tongue texture analysis is of importance to inspection diagnosis in traditional Chinese medicine (TCM), which has great application and irreplaceable value. The tough and tender classification for tongue image relies mainly on image texture of tongue...
Tongue Diseases Humans Medicine, Chinese Traditional Tongue Neural Networks, Computer
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Classifying Chinese Medicine Constitution Using Multimodal Deep-Learning Model.

Chinese journal of integrative medicine Nov 14, 2022
OBJECTIVE: To develop a multimodal deep-learning model for classifying Chinese medicine constitution, i.e., the balanced and unbalanced constitutions, based on inspection of tongue and face images, pulse waves from palpation, and health information f...
Humans Neural Networks, Computer Female Medicine, Chinese Traditional Tongue Body Constitution Male Deep Learning
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Human-computer interaction based health diagnostics using ResNet34 for tongue image classification.

Computer methods and programs in biomedicine Aug 28, 2022
BACKGROUND AND OBJECTIVE: Tongue diagnosis is one of the characteristics of traditional Chinese medicine (TCM), but traditional tongue diagnosis is affected by many factors, and its differential diagnosis results are not widely recognized. The appear...
Computers Tongue Humans Artificial Intelligence Neural Networks, Computer Algorithms
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Automated Screening of COVID-19-Based Tongue Image on Chinese Medicine.

BioMed research international Jun 23, 2022
OBJECTIVE: Artificial intelligence-powered screening systems of coronavirus disease 2019 (COVID-19) are urgently demanding since the ongoing outbreak of SARS-CoV-2 worldwide. Chest CT or X-ray is not sufficient to support the large-scale screening of...
Artificial Intelligence COVID-19 SARS-CoV-2 Humans Medicine, Chinese Traditional Tongue
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Deep learning model for tongue cancer diagnosis using endoscopic images.

Scientific reports Apr 15, 2022
In this study, we developed a deep learning model to identify patients with tongue cancer based on a validated dataset comprising oral endoscopic images. We retrospectively constructed a dataset of 12,400 verified endoscopic images from five universi...
Humans Tongue Deep Learning ROC Curve Neural Networks, Computer Tongue Neoplasms Retrospective Studies
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Research on Data Analysis Network of TCM Tongue Diagnosis Based on Deep Learning Technology.

Journal of healthcare engineering Mar 29, 2022
The aim of the study is to build a tongue image intelligent analysis "end-to-end" deep learning network based on a tongue diagnosis image of traditional Chinese medicine. The tongue target region in the original image was segmented by the UNet tongue...
Tongue Humans Machine Learning Technology Data Analysis Deep Learning
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Tongue model construction based on ultrasound images with image processing and deep learning method.

Journal of medical ultrasonics (2001) Feb 18, 2022
PURPOSE: The purpose of this paper is to construct a 3D tongue model and to generate an animation of tongue movement for speech therapy in patients with lateral articulation (LA).
Humans Image Processing, Computer-Assisted Tongue Deep Learning Ultrasonography
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Functional cortical localization of tongue movements using corticokinematic coherence with a deep learning-assisted motion capture system.

Scientific reports Jan 10, 2022
Corticokinematic coherence (CKC) between magnetoencephalographic and movement signals using an accelerometer is useful for the functional localization of the primary sensorimotor cortex (SM1). However, it is difficult to determine the tongue CKC beca...
Young Adult Adult Male Deep Learning Magnetoencephalography Tongue Biomechanical Phenomena Sensorimotor Cortex Video Recording Humans Actigraphy Female Movement Magnetic Resonance Imaging Fingers Time Factors Brain Mapping Image Processing, Computer-Assisted Predictive Value of Tests
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Panoramic tongue imaging and deep convolutional machine learning model for diabetes diagnosis in humans.

Scientific reports Jan 7, 2022
Diabetes is a serious metabolic disorder with high rate of prevalence worldwide; the disease has the characteristics of improper secretion of insulin in pancreas that results in high glucose level in blood. The disease is also associated with other c...
Image Interpretation, Computer-Assisted Photography Predictive Value of Tests Tongue Reproducibility of Results Diagnosis, Computer-Assisted Diabetes Mellitus, Type 2 Medicine, Chinese Traditional Deep Learning Humans Decision Support Techniques Prognosis
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Application of U-Net with Global Convolution Network Module in Computer-Aided Tongue Diagnosis.

Journal of healthcare engineering Nov 18, 2021
The rapid development of intelligent manufacturing provides strong support for the intelligent medical service ecosystem. Researchers are committed to building Wise Information Technology of 120 (WIT 120) for residents and medical personnel with the ...
Tongue Artificial Intelligence Humans Ecosystem Neural Networks, Computer Image Processing, Computer-Assisted
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