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Copyright ©The Author(s) 2021.
Artif Intell Gastroenterol. Jun 28, 2021; 2(3): 85-93
Published online Jun 28, 2021. doi: 10.35712/aig.v2.i3.85
Table 3 Artificial intelligence implications in the interpretation genomic of inflammatory bowel disease patients
Ref.
Purpose
AI/DL model
Design
Result
Khorasani et al[24], 2020To differentiate UC patients from healthy subjects using colon samplesSVM-DRPTRetrospectivePredicted all active cases of UC with an average precision of 0.62 in the inactive cases
Wei et al[27], 2013To predict the risk of IBD using genomic data of risk lociAdvanced ML techniquesRetrospective Successfully predicted IBD with an unprecedented predictive power with AUCs of 0.86 for CD and 0.83 for UC