Development of an interpretable machine learning model associated with genetic indicators to identify Yin-deficiency constitution

Development of an interpretable machine learning model associated with genetic indicators to identify Yin-deficiency constitution

Abstract Background Traditional Chinese Medicine (TCM) defines constitutions which are relevant to corresponding diseases among people. As one of the common constitutions, Yin-deficiency constitution influences a number of Chinese population in the disease onset. Therefore, accurate Yin-deficiency c...

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Bibliografiske detaljer
Main Authors: Jing Li, Yingying Zhai, Yanqi Cao, Yifan Xia, Ruoxi Yu
Format: Article
Sprog:English
Udgivet: BMC 2024-05-01
Serier:Chinese Medicine
Fag:
Traditional Chinese medicine
Yin-deficiency constitution
Constitution identification
Machine learning
Prediction model
Model interpretation
Online adgang:https://doi.org/10.1186/s13020-024-00941-x

Internet

https://doi.org/10.1186/s13020-024-00941-x

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