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

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 outcomes usi...

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Detalles Bibliográficos
Autores principales: Topçuoğlu, Begüm D., Lesniak, Nicholas A., Ruffin, Mack T., Wiens, Jenna, Schloss, Patrick D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7373189/
https://www.ncbi.nlm.nih.gov/pubmed/32518182
http://dx.doi.org/10.1128/mBio.00434-20

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7373189/
https://www.ncbi.nlm.nih.gov/pubmed/32518182
http://dx.doi.org/10.1128/mBio.00434-20

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