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TOpCLASS Expert Consensus Classification of Perianal Fistulising Crohn's Disease: A Real-world Application in a Serial Fistula MRI Cohort.

Matthew K SchroederSuha AbushammaAlvin T GeorgeBalakrishna RavellaJohn HickmanAnusha ElumalaiPaul WiseMaria ZulfiqarDaniel R LudwigAnup ShettySatish E ViswanathChongliang LuoShaji SebastianDavid H BallardParakkal Deepak
Published in: Journal of Crohn's & colitis (2024)
The TOpCLASS classification highlights the dynamic nature of PFCD over time. However, our ability to predict transitions between classes remains limited and requires prospective assessment. Improvement in MRI index scores over time was associated with a transition to lower TOpCLASS classification.
Keyphrases
  • deep learning
  • machine learning
  • contrast enhanced
  • magnetic resonance imaging
  • diffusion weighted imaging
  • computed tomography
  • magnetic resonance
  • hidradenitis suppurativa