Analysis of composite traditional Chinese medicine constitution: an investigation of 974 volunteers

Shi-lin, Yao; Zhang, Zuzhi; Yang, Xinsheng; Xu, Xia; Cao, Jian; Xie, G.; Zhang, Qian

doi:10.3736/jcim20120505

Cited by 9 publications

(1 citation statement)

References 2 publications

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“…Physiological and pathological characteristics refer to the particularities and differences of individual external morphology and internal physiology, the metabolic function in the growth and development process, and the prognosis and spread of disease after the onset of disease. Nowadays, physiological and pathological trends are dominant [ 18 ].…”

Section: Tcm Constitution and Medicated Dietmentioning

confidence: 99%

Application of Artificial Intelligence in the Establishment of an Association Model between Metabolic Syndrome, TCM Constitution, and the Guidance of Medicated Diet Care

Chien

Liu

Huang

et al. 2021

Evidence-Based Complementary and Alternative Medicine

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Background. This study conducted exploratory research using artificial intelligence methods. The main purpose of this study is to establish an association model between metabolic syndrome and the TCM (traditional Chinese medicine) constitution using the characteristics of individual physical examination data and to provide guidance for medicated diet care. Methods. Basic demographic and laboratory data were collected from a regional hospital health examination database in northern Taiwan, and artificial intelligence algorithms, such as logistic regression, Bayesian network, and decision tree, were used to analyze and construct the association model between metabolic syndrome and the TCM constitution. Findings. It was found that the phlegm-dampness constitution (90.6%) accounts for the majority of TCM constitution classifications with a high risk of metabolic syndrome, and high cholesterol, blood glucose, and waist circumference were statistically significantly correlated with the phlegm-dampness constitution. This study also found that the age of patients with metabolic syndrome has been advanced, and shift work is one of the risk indicators. Therefore, based on the association model between metabolic syndrome and TCM constitution, in the future, metabolic syndrome can be predicted through the syndrome differentiation of the TCM constitution, and relevant medicated diet care schemes can be recommended for improvement. Conclusion. In order to increase the public’s knowledge and methods for mitigating metabolic syndrome, in the future, nursing staff can provide nonprescription medicated diet-related nursing guidance information via the prediction and assessment of the TCM constitution.

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Section: Tcm Constitution and Medicated Dietmentioning

confidence: 99%

Application of Artificial Intelligence in the Establishment of an Association Model between Metabolic Syndrome, TCM Constitution, and the Guidance of Medicated Diet Care

Chien

Liu

Huang

et al. 2021

Evidence-Based Complementary and Alternative Medicine

View full text Add to dashboard Cite

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Genome-wide association study on susceptibility genes associated with yang-deficiency constitution: A small sample case-control study

Shi-lin

Wang

Zhang

et al. 2014

Chin. J. Integr. Med.

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Interpretable Tongue Constitution Recognition via Reshaped Wavelet Attention

Wen,

Liang,

et al. 2024

Int J Comput Intell Syst

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Currently deep neural networks have been used to perform the tongue constitution recognition, but they are still challenged, failing to extract nice multi-scale and multi-level features. This paper proposes a novel interpretable tongue constitution recognition method based on the reshaped wavelet attention. It separates multi-scale features through discrete wavelet transform and then uses the attention mechanism to weight them. Subsequently, these features are reshaped to the high-dimensional space where the association knowledge of multi-level features are mined and hierarchized so as to fuse them efficiently. Finally, both are integrated into the framework of convolution neural network to generate the more accurate tongue image attributes, by which the tongue constitution recognition is performed. The proposed method not only obtains the higher performance with small cost, but also nicely interprets them. Experimental results show that the proposed method is effective, efficient, and interpretable.

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Analysis of composite traditional Chinese medicine constitution: an investigation of 974 volunteers

Abstract: Cross tabulation can show the composite status of every two constitutions, while the ternary code can show the composite status of three or more than three constitutions.

Cited by 9 publications

References 2 publications

Application of Artificial Intelligence in the Establishment of an Association Model between Metabolic Syndrome, TCM Constitution, and the Guidance of Medicated Diet Care

Application of Artificial Intelligence in the Establishment of an Association Model between Metabolic Syndrome, TCM Constitution, and the Guidance of Medicated Diet Care

Genome-wide association study on susceptibility genes associated with yang-deficiency constitution: A small sample case-control study

Interpretable Tongue Constitution Recognition via Reshaped Wavelet Attention

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