Machine Learning in Antibody Diagnostics for Inflammatory Bowel Disease Subtype Classification

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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Bibliographic Details
Main Authors: Christiane Sokollik, Aurélie Pahud de Mortanges, Alexander B. Leichtle, Pascal Juillerat, Michael P. Horn
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Diagnostics
Subjects:
Crohn’s disease
ulcerative colitis
PR3-ANCA
serology
ASCA
Online Access:https://www.mdpi.com/2075-4418/13/15/2491

Internet

https://www.mdpi.com/2075-4418/13/15/2491

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