Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN

no code implementations • 10 Dec 2018 • Hung P. Do, Yi Guo, Andrew J. Yoon, Krishna S. Nayak

PURPOSE: To apply deep CNN to the segmentation task in myocardial arterial spin labeled (ASL) perfusion imaging and to develop methods that measure uncertainty and that adapt the CNN model to a specific false positive vs. false negative tradeoff.

Segmentation