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Radiomics-Based Analysis of Intestinal Ultrasound Images for Inflammatory Bowel Disease: A Feasibility Study.

Phillip GuJui-Hsuan ChangDan CarterDermot P B McGovernJason MoorePaul WangXiuzhen Huang
Published in: Crohn's & colitis 360 (2024)
Radiomic analysis of IUS images is feasible, and a radiomic-based classification model could accurately differentiate abnormal from normal images. Our findings establish methods to facilitate future radiomic-based IUS studies that can help standardize image interpretation and expand IUS research capabilities.
Keyphrases
  • deep learning
  • convolutional neural network
  • optical coherence tomography
  • machine learning
  • magnetic resonance imaging
  • current status
  • lymph node metastasis
  • contrast enhanced ultrasound