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

Pedro GuimarãesHelen FinklerMatthias Christian ReichertVincent ZimmerFrank GrünhageMarcin 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