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Classifying Inflammation on Intestinal Ultrasound Images and Cineloops - A Learning Curve Study.

Gorm Roager MadsenMartin Grønnebæk TolsgaardKrisztina B GecseKerri L NovakChristy BoscardinMohamed AttauabiBurisch JTrine BoysenRune Wilkens
Published in: Journal of Crohn's & colitis (2024)
We found considerable individual and group-level differences in learning curves supporting the concept of competency-based training for assessing bowel wall thickness, color Doppler signal and inflammatory fat. However, despite practice over 80 cases, novices did not improve in their interpretation of bowel wall stratification, suggesting that a different approach is needed for this parameter.
Keyphrases
  • oxidative stress
  • optical coherence tomography
  • magnetic resonance imaging
  • primary care
  • healthcare
  • adipose tissue
  • deep learning
  • convolutional neural network
  • computed tomography