Supervised Machine Learning Classifies Inflammatory Bowel Disease Patients by Subtype Using Whole Exome Sequencing Data

BACKGROUND: Inflammatory bowel disease [IBD] is a chronic inflammatory disorder with two main subtypes: Crohn’s disease [CD] and ulcerative colitis [UC]. Prompt subtype diagnosis enables the correct treatment to be administered. Using genomic data, we aimed to assess machine learning [ML] to classif...

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Detalles Bibliográficos
Autores principales: Stafford, Imogen S, Ashton, James J, Mossotto, Enrico, Cheng, Guo, Mark Beattie, Robert, Ennis, Sarah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Original Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10637043/
https://www.ncbi.nlm.nih.gov/pubmed/37205778
http://dx.doi.org/10.1093/ecco-jcc/jjad084

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10637043/
https://www.ncbi.nlm.nih.gov/pubmed/37205778
http://dx.doi.org/10.1093/ecco-jcc/jjad084

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