A Framework for Effective Application of Machine Learning to Microbiome-Based Classification Problems

ABSTRACT Machine learning (ML) modeling of the human microbiome has the potential to identify microbial biomarkers and aid in the diagnosis of many diseases such as inflammatory bowel disease, diabetes, and colorectal cancer. Progress has been made toward developing ML models that predict health out...

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Auteurs principaux: Begüm D. Topçuoğlu, Nicholas A. Lesniak, Mack T. Ruffin, Jenna Wiens, Patrick D. Schloss
Format: article
Langue:EN
Publié: American Society for Microbiology 2020
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Accès en ligne:https://doaj.org/article/47b3a3d71e7741b48a1bbd42dbb2aeb9
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