Lesion-wise evaluation for effective performance monitoring of small object segmentation
Author(s):
Irme Groothuis, Carole Sudre, Silvia Ingala, Jo Barnes, Juan D.G. Lopez, Akshay Pai, Lauge Sørensen, Mads Nielsen, Sebastien Ourselin, Jorge M. Cardoso, Frederik Barkhof, Marc Modat
Published in:
SPIE Medical Imaging, 2021
Publisher:
SPIE
Robust training of recurrent neural networks to handle missing data for disease progression modeling
Author(s):
Mostafa Mehdipour Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sebastien Ourselin, Lauge Sørensen
Published in:
1st International Conference on Medical Imaging with Deep Learning (MIDL), 2018, ISSN 2331-8422
Publisher:
arXiv
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs
Author(s):
Mauricio Orbes-Arteaga, Lauge Sørensen, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Mads Nielsen, Akshay Pai
Published in:
1st International conference on Medical Imaging with Deep Learning (MIDL), 2018, ISSN 2331-8422
Publisher:
arXiv
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation
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Author(s):
Mauricio Orbes, Lauge Sørensen, Jorge Cardoso, Marc Modat, Sebastien Ourselin, Stefan Sommer, Mads Nielsen, Christian Igel, Akshay Pai
Published in:
Medical Imaging 2019: Image Processing, 2019, Page(s) 27, ISBN 9781-510625464
Publisher:
SPIE
DOI:
10.1117/12.2512520
Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning
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Author(s):
Mauricio Orbes-Arteaga, Thomas Varsavsky, Carole H. Sudre, Zach Eaton-Rosen, Lewis J. Haddow, Lauge Sørensen, Mads Nielsen, Akshay Pai, Sébastien Ourselin, Marc Modat, Parashkev Nachev, M. Jorge Cardoso
Published in:
Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data - First MICCAI Workshop, DART 2019, and First International Workshop, MIL3ID 2019, Shenzhen, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings, Issue 11795, 2019, Page(s) 54-62, ISBN 978-3-030-33390-4
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-33391-1_7
Knowledge Distillation for Semi-supervised Domain Adaptation
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Author(s):
Mauricio Orbes-Arteainst, Jorge Cardoso, Lauge Sørensen, Christian Igel, Sebastien Ourselin, Marc Modat, Mads Nielsen, Akshay Pai
Published in:
OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Second International Workshop, OR 2.0 2019, and Second International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings, Issue 11796, 2019, Page(s) 68-76, ISBN 978-3-030-32694-4
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-32695-1_8
On the Initialization of Long Short-Term Memory Networks
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Author(s):
Mostafa Mehdipour Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen
Published in:
Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part I, Issue 11953, 2019, Page(s) 275-286, ISBN 978-3-030-36707-7
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-36708-4_23
