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Geldof Expert Consensus Classification of Perianal Fistulizing Crohn's Disease: A Real-World Application in a Serial Fistula MRI Cohort.

Matthew SchroederSuha AbushammaAlvin T GeorgeRavella BalakrishnaJohn HickmanAnusha ElumalaiPaul WiseMaria ZulfiqarDaniel R LudwigAnup ShettySatish E ViswanathChongliang LuoShaji SebastianDavid H BallardParakkal Deepak
Published in: medRxiv : the preprint server for health sciences (2024)
Geldof classification highlights the dynamic nature of CD-PAF 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 Geldof classification.
Keyphrases
  • deep learning
  • machine learning
  • magnetic resonance imaging
  • contrast enhanced
  • clinical evaluation