Predicting new-onset stroke with machine learning: development of a model integrating traditional Chinese and western medicine

Predicting new-onset stroke with machine learning: development of a model integrating traditional Chinese and western medicine

IntroductionThe integration of traditional Chinese medicine (TCM) and Western medicine has demonstrated effectiveness in the primary prevention of stroke. Therefore, our study aims to utilize TCM syndromes alongside conventional risk factors as predictive variables to construct a machine learning mo...

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Bibliographic Details
Main Authors: Liuding Wang, Jingzi Shi, Lina Miao, Yifan Chen, Jingjing Wei, Min Jia, Zhiyi Gong, Ze Yang, Jian Lyu, Yunling Zhang, Xiao Liang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Pharmacology
Subjects:
artificial intelligence
combination of disease and syndrome
prevention strategy
populations at high risk of stroke
traditional medicine
Online Access:https://www.frontiersin.org/articles/10.3389/fphar.2025.1546878/full
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