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Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease

Inflammatory bowel diseases (IBDs), including ulcerative colitis and Crohn’s disease, affect several million individuals worldwide. These diseases are heterogeneous at the clinical, immunological and genetic levels and result from complex host and environmental interactions. Investigating drug effic...

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Detalles Bibliográficos
Autores principales: Gardiner, Laura-Jayne, Carrieri, Anna Paola, Bingham, Karen, Macluskie, Graeme, Bunton, David, McNeil, Marian, Pyzer-Knapp, Edward O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865677/
https://www.ncbi.nlm.nih.gov/pubmed/35196350
http://dx.doi.org/10.1371/journal.pone.0263248