AIMC Topic: Medicine, Chinese Traditional

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The Impact of Artificial Intelligence on Traditional Chinese Medicine.

The American journal of Chinese medicine Jul 10, 2021
Traditional Chinese Medicine (TCM) is a well-established medical system with a long history. Currently, artificial intelligence (AI) is rapidly expanding in many fields including TCM. AI will significantly improve the reliability and accuracy of diag...
Evidence-Based Medicine Artificial Intelligence Clinical Decision-Making Medicine, Chinese Traditional Humans
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Artificial Intelligence-Based Diagnosis of Diabetes Mellitus: Combining Fundus Photography with Traditional Chinese Medicine Diagnostic Methodology.

BioMed research international Apr 20, 2021
In this study, we propose a technique for diagnosing both type 1 and type 2 diabetes in a quick, noninvasive way by using equipment that is easy to transport. Diabetes mellitus is a chronic disease that affects public health globally. Although diabet...
Photography Pulse Diabetes Mellitus, Type 1 Medicine, Chinese Traditional Fundus Oculi Humans Artificial Intelligence Algorithms Diabetes Mellitus, Type 2 Imaging, Three-Dimensional
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Automatic Construction of Chinese Herbal Prescriptions From Tongue Images Using CNNs and Auxiliary Latent Therapy Topics.

IEEE transactions on cybernetics Jan 15, 2021
The tongue image provides important physical information of humans. It is of great importance for diagnoses and treatments in clinical medicine. Herbal prescriptions are simple, noninvasive, and have low side effects. Thus, they are widely applied in...
Humans Tongue Image Interpretation, Computer-Assisted Physical Examination Neural Networks, Computer Medicine, Chinese Traditional Drugs, Chinese Herbal
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Effective attention-based network for syndrome differentiation of AIDS.

BMC medical informatics and decision making Oct 15, 2020
BACKGROUND: Syndrome differentiation aims at dividing patients into several types according to their clinical symptoms and signs, which is essential for traditional Chinese medicine (TCM). Several previous works were devoted to employing the classica...
Algorithms Diagnosis, Computer-Assisted Acquired Immunodeficiency Syndrome Humans Neural Networks, Computer Medicine, Chinese Traditional Attention
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Neural Network-Based Study about Correlation Model between TCM Constitution and Physical Examination Indexes Based on 950 Physical Examinees.

Journal of healthcare engineering Sep 1, 2020
PURPOSE: To establish the correlation model between Traditional Chinese Medicine (TCM) constitution and physical examination indexes by backpropagation neural network (BPNN) technology. A new method for the identification of TCM constitution in clini...
Liver Function Tests Urinalysis Physical Examination Data Collection Pattern Recognition, Automated Blood Chemical Analysis Reproducibility of Results Artificial Intelligence Computer Systems Software Medicine, Chinese Traditional Models, Statistical Algorithms Lipids Humans Programming Languages Neural Networks, Computer
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Grouping attributes zero-shot learning for tongue constitution recognition.

Artificial intelligence in medicine Aug 21, 2020
Traditional Chinese Medicine (TCM) considers that the personal constitution determines the occurrence trend and therapeutic effects of certain diseases, which can be recognized by machine learning through tongue images. However, current machine learn...
Machine Learning Databases, Factual Medicine, Chinese Traditional Tongue
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TISNet-Enhanced Fully Convolutional Network with Encoder-Decoder Structure for Tongue Image Segmentation in Traditional Chinese Medicine.

Computational and mathematical methods in medicine Aug 7, 2020
Extracting the tongue body accurately from a digital tongue image is a challenge for automated tongue diagnoses, as the blurred edge of the tongue body, interference of pathological details, and the huge difference in the size and shape of the tongue...
Tongue Diseases Tongue Image Interpretation, Computer-Assisted Mathematical Concepts Deep Learning Computational Biology Medicine, Chinese Traditional Humans Neural Networks, Computer Databases, Factual
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Exploration of the mechanism of traditional Chinese medicine by AI approach using unsupervised machine learning for cellular functional similarity of compounds in heterogeneous networks, XiaoErFuPi granules as an example.

Pharmacological research Jul 17, 2020
'Polypharmacology' is usually used to describe the network-wide effect of a single compound, but traditional Chinese medicine (TCM) has a polypharmacological effect naturally based on the 'multi-components, multi-targets and multi-pathways' principle...
Unsupervised Machine Learning Structure-Activity Relationship Molecular Structure Drugs, Chinese Herbal Polypharmacology Dyspepsia Medicine, Chinese Traditional Rats, Sprague-Dawley Cluster Analysis Proteomics Proteome Signal Transduction Gene Expression Profiling Transcriptome Protein Interaction Maps Gene Regulatory Networks Systems Biology Duodenum Humans Animals Male
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A semi-supervised approach for extracting TCM clinical terms based on feature words.

BMC medical informatics and decision making Jul 9, 2020
BACKGROUND: A semi-supervised model is proposed for extracting clinical terms of Traditional Chinese Medicine using feature words.
Humans Medicine, Chinese Traditional Supervised Machine Learning
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Exploring the mechanism of TCM formulae in the treatment of different types of coronary heart disease by network pharmacology and machining learning.

Pharmacological research Jun 18, 2020
Traditional Chinese medicine (TCM) has long been used in the clinical treatment of coronary heart disease (CHD). TCM is characterized by syndrome-based medication, which is, using different TCM formulae for different syndromes. However, the underlyin...
Protein Interaction Maps Signal Transduction Treatment Outcome Medicine, Chinese Traditional Cluster Analysis Humans Databases, Protein Machine Learning Drugs, Chinese Herbal Coronary Disease Cardiovascular Agents
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