Lesion-wise evaluation for effective performance monitoring of small object segmentation
Autori:
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
Pubblicato in:
SPIE Medical Imaging, 2021
Editore:
SPIE
Robust training of recurrent neural networks to handle missing data for disease progression modeling
Autori:
Mostafa Mehdipour Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sebastien Ourselin, Lauge Sørensen
Pubblicato in:
1st International Conference on Medical Imaging with Deep Learning (MIDL), 2018, ISSN 2331-8422
Editore:
arXiv
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs
Autori:
Mauricio Orbes-Arteaga, Lauge Sørensen, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Mads Nielsen, Akshay Pai
Pubblicato in:
1st International conference on Medical Imaging with Deep Learning (MIDL), 2018, ISSN 2331-8422
Editore:
arXiv
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation
(si apre in una nuova finestra)
Autori:
Mauricio Orbes, Lauge Sørensen, Jorge Cardoso, Marc Modat, Sebastien Ourselin, Stefan Sommer, Mads Nielsen, Christian Igel, Akshay Pai
Pubblicato in:
Medical Imaging 2019: Image Processing, 2019, Pagina/e 27, ISBN 9781-510625464
Editore:
SPIE
DOI:
10.1117/12.2512520
Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning
(si apre in una nuova finestra)
Autori:
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
Pubblicato 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, Numero 11795, 2019, Pagina/e 54-62, ISBN 978-3-030-33390-4
Editore:
Springer International Publishing
DOI:
10.1007/978-3-030-33391-1_7
Knowledge Distillation for Semi-supervised Domain Adaptation
(si apre in una nuova finestra)
Autori:
Mauricio Orbes-Arteainst, Jorge Cardoso, Lauge Sørensen, Christian Igel, Sebastien Ourselin, Marc Modat, Mads Nielsen, Akshay Pai
Pubblicato 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, Numero 11796, 2019, Pagina/e 68-76, ISBN 978-3-030-32694-4
Editore:
Springer International Publishing
DOI:
10.1007/978-3-030-32695-1_8
On the Initialization of Long Short-Term Memory Networks
(si apre in una nuova finestra)
Autori:
Mostafa Mehdipour Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen
Pubblicato in:
Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part I, Numero 11953, 2019, Pagina/e 275-286, ISBN 978-3-030-36707-7
Editore:
Springer International Publishing
DOI:
10.1007/978-3-030-36708-4_23
