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Olivio Donati
Publication Activity (10 Years)
Years Active: 2013-2021
Publications (10 Years): 8
2025
2016
Top Topics
2025
2016
Class Imbalanced
2025
2016
Constrained Optimization
2025
2016
Neural Network
2025
2016
Myocardial Perfusion
Top Venues
CoRR
IPMI
Medical Image Anal.
CinC
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Publications
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Krishna Chaitanya
,
Neerav Karani
,
Christian F. Baumgartner
,
Ertunc Erdil
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
Semi-supervised task-driven data augmentation for medical image segmentation.
Medical Image Anal.
68 (2021)
Sara Sangalli
,
Ertunc Erdil
,
Andreas M. Hötker
,
Olivio Donati
,
Ender Konukoglu
Constrained Optimization for Training Deep Neural Networks Under Class Imbalance.
CoRR
(2021)
Sara Sangalli
,
Ertunc Erdil
,
Andreas M. Hötker
,
Olivio Donati
,
Ender Konukoglu
Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes.
NeurIPS
(2021)
Krishna Chaitanya
,
Neerav Karani
,
Christian F. Baumgartner
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation.
CoRR
(2020)
Christian F. Baumgartner
,
Kerem Can Tezcan
,
Krishna Chaitanya
,
Andreas M. Hötker
,
Urs J. Muehlematter
,
Khoschy Schawkat
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
PHiSeg: Capturing Uncertainty in Medical Image Segmentation.
MICCAI (2)
(2019)
Krishna Chaitanya
,
Neerav Karani
,
Christian F. Baumgartner
,
Olivio Donati
,
Anton S. Becker
,
Ender Konukoglu
Semi-Supervised and Task-Driven Data Augmentation.
CoRR
(2019)
Krishna Chaitanya
,
Neerav Karani
,
Christian F. Baumgartner
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
Semi-supervised and Task-Driven Data Augmentation.
IPMI
(2019)
Christian F. Baumgartner
,
Kerem Can Tezcan
,
Krishna Chaitanya
,
Andreas M. Hötker
,
Urs J. Muehlematter
,
Khoschy Schawkat
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
PHiSeg: Capturing Uncertainty in Medical Image Segmentation.
CoRR
(2019)
Teodora Chitiboi
,
Anja Hennemuth
,
Lennart Tautz
,
Paul Stolzmann
,
Olivio Donati
,
Lars Linsen
,
Horst K. Hahn
Automatic Detection of Myocardial Perfusion Defects using Object-based Myocardium Segmentation.
CinC
(2013)