Olivio Donati

According to our database, Olivio Donati authored at least 7 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Constrained Optimization for Training Deep Neural Networks Under Class Imbalance.

Sara Sangalli, Ertunc Erdil, Andreas M. Hötker, Olivio Donati, Ender Konukoglu

CoRR, 2021

Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes.

Sara Sangalli, Ertunc Erdil, Andreas M. Hötker, Olivio Donati, Ender Konukoglu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

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

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Semi-supervised and Task-Driven Data Augmentation.

Krishna Chaitanya, Neerav Karani, Christian F. Baumgartner, Anton S. Becker, Olivio Donati, Ender Konukoglu

Proceedings of the Information Processing in Medical Imaging, 2019

2013

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

Proceedings of the Computing in Cardiology, 2013