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Machine Learning in Antibody Diagnostics for Inflammatory Bowel Disease Subtype Classification

Antibody testing in inflammatory bowel disease (IBD) can add to diagnostic accuracy of the main subtypes Crohn’s disease (CD) and ulcerative colitis (UC). Whether modern modeling techniques such as supervised and unsupervised machine learning are of value for finer distinction of subtypes such as IB...

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Detalles Bibliográficos
Autores principales: Sokollik, Christiane, Pahud de Mortanges, Aurélie, Leichtle, Alexander B., Juillerat, Pascal, Horn, Michael P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417520/
https://www.ncbi.nlm.nih.gov/pubmed/37568854
http://dx.doi.org/10.3390/diagnostics13152491