Search

Semi-automated extraction of Crohns disease MR imaging markers using a 3D residual CNN with distance prior

Publication: Book Chapter

Lamash, Yechiel, Sila Kurugol, and Simon Warfield. 2018. “Semi-Automated Extraction of Crohns Disease MR Imaging Markers Using a 3D Residual CNN With Distance Prior”. In Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 218–226. Springer, Cham.

Intelligent labeling based on fisher information for medical image segmentation using deep learning

Publication: Journal Article

Sourati, Jamshid, Ali Gholipour, Jennifer Dy, Xavier Tomas-Fernandez, Sila Kurugol, and Simon Warfield. 2019. “Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning”. IEEE Transactions on Medical Imaging 38 (11): 2642–2653.

Weakly Supervised Segmentation by a Deep Geodesic Prior

Publication: Conference Paper

Mortazi, Aliasghar, Naji Khosravan, Drew Torigian, Sila Kurugol, and Ulas Bagci. 2019. “Weakly Supervised Segmentation by a Deep Geodesic Prior”. In International Workshop on Machine Learning in Medical Imaging, 238–246. Springer, Cham.

Bulk motion-compensated DCE-MRI for functional imaging of kidneys in newborns