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Early prediction of incident liver disease using conventional risk factors and gut-microbiome-augmented gradient boosting

Yang Liu, Guillaume Méric, Aki S. Havulinna, Shu Mei Teo, Fredrik Åberg, Matti O. Ruuskanen, Jon G. Sanders, Qiyun Zhu, Anupriya Tripathi, Karin Verspoor, Susan Cheng, Mohit Jain, Pekka Jousilahti, Yoshiki Vázquez‐Baeza, Rohit Loomba, Leo Lahti, Teemu Niiranen, Veikko Salomaa, Rob Knight, Michael Inouye

2022Cell Metabolism90 citationsDOI

Topics & Concepts

MetagenomicsMicrobiomeDiseaseBiomarkerGut floraGut microbiomeBiologyLiver diseaseComputational biologyBioinformaticsMedicineMachine learningInternal medicineImmunologyComputer scienceGeneticsGeneLiver Disease Diagnosis and TreatmentGut microbiota and healthHepatitis B Virus Studies
Early prediction of incident liver disease using conventional risk factors and gut-microbiome-augmented gradient boosting | Litcius