Artificial-intelligence-based decision support tools for the differential diagnosis of colitis.

Pedro GuimarãesHelen FinklerMatthias Christian ReichertVincent ZimmerFrank Grünhage Marcin KrawczykFrank LammertAndreas KellerMarkus Casper

Published in: European journal of clinical investigation (2023)

Decision support systems exclusively based on endoscopic image analysis for the differential diagnosis of colitis, representing a complex clinical challenge, seem not yet to be ready for primetime and more diverse image datasets may be necessary to improve performance in future development. The clinical value of the proposed clinical parameters algorithm should be evaluated in prospective cohorts.

Keyphrases

artificial intelligence
deep learning
machine learning
big data
ulcerative colitis
single cell
neural network
endoscopic submucosal dissection