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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...
Autores principales: | Sokollik, Christiane, Pahud de Mortanges, Aurélie, Leichtle, Alexander B., Juillerat, Pascal, Horn, Michael P. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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 |
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