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Machine learning model to predict obesity using gut metabolite and brain microstructure data

A growing body of preclinical and clinical literature suggests that brain-gut-microbiota interactions may contribute to obesity pathogenesis. In this study, we use a machine learning approach to leverage the enormous amount of microstructural neuroimaging and fecal metabolomic data to better underst...

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Detalles Bibliográficos
Autores principales: Osadchiy, Vadim, Bal, Roshan, Mayer, Emeran A., Kunapuli, Rama, Dong, Tien, Vora, Priten, Petrasek, Danny, Liu, Cathy, Stains, Jean, Gupta, Arpana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10073225/
https://www.ncbi.nlm.nih.gov/pubmed/37016129
http://dx.doi.org/10.1038/s41598-023-32713-2