Deep learning models capture histological disease activity in Crohn's Disease and Ulcerative Colitis with high fidelity.
Dawid RymarczykWeiwei SchultzAdriana BorowaJoshua R FriedmanTomasz DanelPatrick BraniganMichał ChałupczakAnna BrachaTomasz KrawiecMichał WarchołKatherine LiGert De HertoghBartosz ZielińskiLouis R GhanemAleksandar StojmirovićPublished in: Journal of Crohn's & colitis (2023)
Deep learning models based upon GHAS and Geboes scoring systems were effective at distinguishing between the presence and absence of IBD microscopic disease activity.