Interpretable Machine Learning Algorithms Reveal Gut Microbiome Features Associated with Atopic Dermatitis

Jingtai Ma, Yiting Fang, Shiqi Li, Lilian Zeng,Siyi Chen, Zhifeng Li,Guiyuan Ji, Xingfen Yang, Wei Wu

Frontiers in immunology（2025）

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machine learning,random forest,light gradient boosting machine,extreme gradient boosting,SHAP value,partial dependence plot

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