Olivio Donati

Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation

Krishna Chaitanya, Ender Konukoglu, Christian F. Baumgartner, 2020, Medical Image Anal..

Semi-Supervised and Task-Driven Data Augmentation

Ender Konukoglu, Krishna Chaitanya, Neerav Karani, 2019, IPMI.

PHiSeg: Capturing Uncertainty in Medical Image Segmentation pdf

Ender Konukoglu, Christian F. Baumgartner, Krishna Chaitanya, 2019, MICCAI.

Automatic detection of myocardial perfusion defects using object-based myocardium segmentation

Horst K. Hahn, Lars Linsen, Lennart Tautz, 2013, Computing in Cardiology 2013.

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

Ender Konukoglu, Ertunc Erdil, Sara Sangalli, 2021 .

Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation

Ender Konukoglu, Krishna Chaitanya, Christian F. Baumgartner, 2021, Medical Image Anal..

Constrained Optimization for Training Deep Neural Networks Under Class Imbalance pdf

Ender Konukoglu, Ertunc Erdil, Sara Sangalli, 2021, ArXiv.