nnU-Net auto-segmentation plus human correction reduces colon MRI volume analysis time by over 80% with ICC 0.96 agreement to manual methods and better inter-observer repeatability.
Fasting and postprandial volumes of the undisturbed colon: normal values and changes in diarrhea-predominant irritable bowel syndrome measured using serial MRI
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Accelerating MRI Colon Volume Measurements and Reducing Inter-Observer Variation through Automatic Segmentation and Human-in-the-Loop Correction
nnU-Net auto-segmentation plus human correction reduces colon MRI volume analysis time by over 80% with ICC 0.96 agreement to manual methods and better inter-observer repeatability.