Life’s Crucial 9 and NAFLD from association to SHAP-interpreted machine learning predictions

Life’s Crucial 9 and NAFLD from association to SHAP-interpreted machine learning predictions

Abstract Non-alcoholic fatty liver disease (NAFLD) is the most prevalent chronic liver disease worldwide. Cardiovascular disease (CVD) and NAFLD share multiple common risk factors. Life’s Crucial 9 (LC9), a novel indicator for comprehensive assessment of cardiovascular health (CVH), has not yet been...

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Bibliographic Details
Main Authors: Jianxin Xi, Yuguo Chen, Chen Jie, Jason Chi Shing Law, Zhongqi Fan, Guoyue Lv
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
NAFLD
Life’s Crucial 9
Machine learning
SHAP
NHANES
Online Access:https://doi.org/10.1038/s41598-025-92777-0
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