Automatically detecting Crohn's disease and Ulcerative Colitis from endoscopic imaging.
Marco ChiericiNicolae PuicaMatteo PozziAntonello CapistranoMarcello Dorian DonzellaAntonio ColangeloVenet OsmaniGiuseppe JurmanPublished in: BMC medical informatics and decision making (2022)
Our DL model effectively discriminates between pathological and negative samples, as well as between IBD subgroups, providing further evidence of its potential as a decision support tool for endoscopy-based diagnosis.