Lesion-wise evaluation for effective performance monitoring of small object segmentation
Auteurs:
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
Publié dans:
SPIE Medical Imaging, 2021
Éditeur:
SPIE
Robust training of recurrent neural networks to handle missing data for disease progression modeling
Auteurs:
Mostafa Mehdipour Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sebastien Ourselin, Lauge Sørensen
Publié dans:
1st International Conference on Medical Imaging with Deep Learning (MIDL), 2018, ISSN 2331-8422
Éditeur:
arXiv
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs
Auteurs:
Mauricio Orbes-Arteaga, Lauge Sørensen, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Mads Nielsen, Akshay Pai
Publié dans:
1st International conference on Medical Imaging with Deep Learning (MIDL), 2018, ISSN 2331-8422
Éditeur:
arXiv
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation
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Auteurs:
Mauricio Orbes, Lauge Sørensen, Jorge Cardoso, Marc Modat, Sebastien Ourselin, Stefan Sommer, Mads Nielsen, Christian Igel, Akshay Pai
Publié dans:
Medical Imaging 2019: Image Processing, 2019, Page(s) 27, ISBN 9781-510625464
Éditeur:
SPIE
DOI:
10.1117/12.2512520
Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning
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Auteurs:
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
Publié dans:
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, Numéro 11795, 2019, Page(s) 54-62, ISBN 978-3-030-33390-4
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-030-33391-1_7
Knowledge Distillation for Semi-supervised Domain Adaptation
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Auteurs:
Mauricio Orbes-Arteainst, Jorge Cardoso, Lauge Sørensen, Christian Igel, Sebastien Ourselin, Marc Modat, Mads Nielsen, Akshay Pai
Publié dans:
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, Numéro 11796, 2019, Page(s) 68-76, ISBN 978-3-030-32694-4
Éditeur:
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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Auteurs:
Mostafa Mehdipour Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen
Publié dans:
Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part I, Numéro 11953, 2019, Page(s) 275-286, ISBN 978-3-030-36707-7
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-030-36708-4_23
