Adhesion-related small bowel obstruction: deep learning for automatic transition-zone detection by CT.

Modeling TZ localization by coupling convolutional neural network classification and probabilistic localization estimation shows the way to a possible automatic TZ detection, a complex radiological task with a major clinical impact.