Deployment of an Artificial Intelligence Histology Tool to Aid Qualitative Assessment of Histopathology Using the Nancy Histopathology Index in Ulcerative Colitis.

David T RubinOlga KubassovaChristopher R WeberShashi AdsulMarcelo FreireLuc BiedermannViktor H KoelzerBrian BresslerWei XiongJan H NiessMatthias S MatterUri KopylovIris BarshackChen MayerFernando MagroFatima CarneiroNitsan MaharshakAriel GreenbergSimon HartJamshid DehmeshkiLaurent Peyrin-Biroulet

Published in: Inflammatory bowel diseases (2024)

We have developed a modified AI histology tool in UC that correlates highly with histopathologists' assessments and suggests promising potential for its clinical application.

Keyphrases

artificial intelligence
ulcerative colitis
machine learning
big data
deep learning
systematic review
risk assessment
climate change