Automatic Detection of Myocardial Perfusion Defects using Object-based Myocardium Segmentation. - Teodora Chitiboi; Anja Hennemuth; Lennart Tautz; Paul Stolzmann; Olivio Donati; Lars Linsen; Horst K. Hahn (CinC, 2013)

Semi-supervised and Task-Driven Data Augmentation. - Krishna Chaitanya; Neerav Karani; Christian F. Baumgartner; Anton S. Becker; Olivio Donati; Ender Konukoglu (IPMI, 2019)

PHiSeg: Capturing Uncertainty in Medical Image Segmentation. - Christian F. Baumgartner; Kerem Can Tezcan; Krishna Chaitanya; Andreas M. Hötker; Urs J. Muehlematter; Khoschy Schawkat; Anton S. Becker; Olivio Donati; Ender Konukoglu (MICCAI (2), 2019)

Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation. - Krishna Chaitanya; Neerav Karani; Christian F. Baumgartner; Anton S. Becker; Olivio Donati; Ender Konukoglu (CoRR, 2020)

Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes. - Sara Sangalli; Ertunc Erdil; Andreas M. Hötker; Olivio Donati; Ender Konukoglu (NeurIPS, 2021)

Constrained Optimization for Training Deep Neural Networks Under Class Imbalance. - Sara Sangalli; Ertunc Erdil; Andreas M. Hötker; Olivio Donati; Ender Konukoglu (CoRR, 2021)

Semi-supervised task-driven data augmentation for medical image segmentation. - Krishna Chaitanya; Neerav Karani; Christian F. Baumgartner; Ertunc Erdil; Anton S. Becker; Olivio Donati; Ender Konukoglu (Medical Image Anal., 2021)