Early prediction of liver disease using conventional risk factors and gut microbiome-augmented gradient boosting
Yang Liu, Guillaume Méric, Aki Samuli Havulinna, Shu Mei Teo, Fredrik O. Åberg, Matti O. Ruuskanen, Jon G. Sanders, Qiyun Zhu, Anupriya Tripathi, Karin M. Verspoor, Susan C. Cheng, Mohit Jain, Pekka Jousilahti, Yoshiki Vázquez‐Baeza, Rohit Seth Loomba, , Michael Inouye
This study uses gut microbiome data and machine learning to improve liver disease risk prediction, showing that combining microbiome features with conventional risk factors enhances model performance.
Cell Metabolism · Mar 29, 2022Peer-reviewedGenetic & Genomic Medicine