Implications of artificial intelligence in inflammatory bowel disease: Diagnosis, prognosis and treatment follow up

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], 2020	To differentiate UC patients from healthy subjects using colon samples	SVM-DRPT	Retrospective	Predicted all active cases of UC with an average precision of 0.62 in the inactive cases
Wei et al[27], 2013	To predict the risk of IBD using genomic data of risk loci	Advanced ML techniques	Retrospective	Successfully predicted IBD with an unprecedented predictive power with AUCs of 0.86 for CD and 0.83 for UC

IBD: Inflammatory bowel disease; AI: Artificial intelligence; DL: Deep learning; CD: Crohn’s Disease; UC: Ulcerative colitis; ML: Machine learning; SVM-DRPT: Support vector machines-developed feature selection algorithm.