Machine learning and SHAP value interpretation for predicting comorbidity of cardiovascular disease and cancer with dietary antioxidants

Objective: To develop and validate a machine learning model incorporating dietary antioxidants to predict cardiovascular disease (CVD)-cancer comorbidity and to elucidate the role of antioxidants in disease prediction. Methods: Data were sourced from the National Health and Nutrition Examination Sur...

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Bibliographic Details
Main Authors: Xiangjun Qi, Shujing Wang, Caishan Fang, Jie Jia, Lizhu Lin, Tianhui Yuan
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Redox Biology
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Online Access:http://www.sciencedirect.com/science/article/pii/S2213231724004488
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