A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation
Fidon, Lucas, Aertsen, Michael, Kofler, Florian, Bink, Andrea, David, Anna L., Deprest, Thomas, Emam, Doaa, Guffens, Frederic, Jakab, Andras, Kasprian, Gregor, Kienast, Patric, Melbourne, Andrew, Menze, Bjoern, Mufti, Nada, Pogledic, Ivana, Prayer, Daniela, Stuempflen, Marlene, Van Elslander, Esther, Ourselin, Sebastien, Deprest, Jan, Vercauteren, Tom
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2024)
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Journal Article
Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation
Fidon, Lucas, Aertsen, Michael, Emam, Doaa, Mufti, Nada, Guffens, Frédéric, Deprest, Thomas, Demaerel, Philippe, David, Anna L., Melbourne, Andrew, Ourselin, Sébastien, Deprest, Jan, Vercauteren, Tom
Published in Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
Published in Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
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Book Chapter
Cortical spectral matching and shape and volume analysis of the fetal brain pre- and post-fetal surgery for spina bifida: a retrospective study
Mufti, Nada, Aertsen, Michael, Ebner, Michael, Fidon, Lucas, Patel, Premal, Rahman, Muhamad Bin Abdul, Brackenier, Yannick, Ekart, Gregor, Fernandez, Virginia, Vercauteren, Tom, Ourselin, Sebastien, Thomson, Dominic, De Catte, Luc, Demaerel, Philippe, Deprest, Jan, David, Anna L., Melbourne, Andrew
Published in Neuroradiology (01.10.2021)
Published in Neuroradiology (01.10.2021)
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Journal Article
Robust, Primitive, and Unsupervised Quality Estimation for Segmentation Ensembles
Kofler, Florian, Ezhov, Ivan, Fidon, Lucas, Pirkl, Carolin M, Paetzold, Johannes C, Burian, Egon, Pati, Sarthak, El Husseini, Malek, Navarro, Fernando, Shit, Suprosanna, Kirschke, Jan, Bakas, Spyridon, Zimmer, Claus, Wiestler, Benedikt, Menze, Bjoern H
Published in Frontiers in neuroscience (30.12.2021)
Published in Frontiers in neuroscience (30.12.2021)
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Journal Article
A spatio-temporal atlas of the developing fetal brain with spina bifida aperta
Fidon, Lucas, Viola, Elizabeth, Mufti, Nada, David, Anna L., Melbourne, Andrew, Demaerel, Philippe, Ourselin, Sébastien, Vercauteren, Tom, Deprest, Jan, Aertsen, Michael
Published in Open research Europe (01.01.2021)
Published in Open research Europe (01.01.2021)
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Journal Article
CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images
Thiziri Nait Saada, Valentina Di Proietto, Schmauch, Benoit, Katharina Von Loga, Lucas Fidon
Published in arXiv.org (12.08.2024)
Published in arXiv.org (12.08.2024)
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Paper
Journal Article
Generalized Wasserstein Dice Loss, Test-time Augmentation, and Transformers for the BraTS 2021 challenge
Lucas Fidon, Suprosanna Shit, Ezhov, Ivan, Paetzold, Johannes C, Ourselin, Sébastien, Vercauteren, Tom
Published in arXiv.org (24.12.2021)
Published in arXiv.org (24.12.2021)
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Paper
Journal Article
Partial supervision for the FeTA challenge 2021
Lucas Fidon, Aertsen, Michael, Suprosanna Shit, Demaerel, Philippe, Ourselin, Sébastien, Deprest, Jan, Vercauteren, Tom
Published in arXiv.org (03.11.2021)
Published in arXiv.org (03.11.2021)
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Paper
Journal Article
blob loss: instance imbalance aware loss functions for semantic segmentation
Kofler, Florian, Suprosanna Shit, Ezhov, Ivan, Lucas Fidon, Horvath, Izabela, Al-Maskari, Rami, Li, Hongwei, Bhatia, Harsharan, Loehr, Timo, Piraud, Marie, Erturk, Ali, Kirschke, Jan, Peeken, Jan C, Vercauteren, Tom, Zimmer, Claus, Wiestler, Benedikt, Menze, Bjoern
Published in arXiv.org (06.06.2023)
Published in arXiv.org (06.06.2023)
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Paper
Journal Article
MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation
Ranzini, Marta B M, Lucas Fidon, Ourselin, Sébastien, Modat, Marc, Vercauteren, Tom
Published in arXiv.org (21.03.2021)
Published in arXiv.org (21.03.2021)
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Paper
Journal Article
Image Compositing for Segmentation of Surgical Tools without Manual Annotations
Garcia-Peraza-Herrera, Luis C, Lucas Fidon, D'Ettorre, Claudia, Stoyanov, Danail, Vercauteren, Tom, Ourselin, Sebastien
Published in arXiv.org (18.02.2021)
Published in arXiv.org (18.02.2021)
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Paper
Journal Article
NiftyNet: a deep-learning platform for medical imaging
Gibson, Eli, Li, Wenqi, Sudre, Carole, Fidon, Lucas, Shakir, Dzhoshkun I., Wang, Guotai, Eaton-Rosen, Zach, Gray, Robert, Doel, Tom, Hu, Yipeng, Whyntie, Tom, Nachev, Parashkev, Modat, Marc, Barratt, Dean C., Ourselin, Sébastien, Cardoso, M. Jorge, Vercauteren, Tom
Published in Computer methods and programs in biomedicine (01.05.2018)
Published in Computer methods and programs in biomedicine (01.05.2018)
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Journal Article
Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings
Kofler, Florian, Ezhov, Ivan, Lucas Fidon, Horvath, Izabela, de la Rosa, Ezequiel, LaMaster, John, Li, Hongwei, Finck, Tom, Suprosanna Shit, Paetzold, Johannes, Bakas, Spyridon, Piraud, Marie, Kirschke, Jan, Vercauteren, Tom, Zimmer, Claus, Wiestler, Benedikt, Menze, Bjoern
Published in arXiv.org (30.08.2022)
Published in arXiv.org (30.08.2022)
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Paper
Journal Article
Distributionally Robust Deep Learning using Hardness Weighted Sampling
Lucas Fidon, Aertsen, Michael, Deprest, Thomas, Emam, Doaa, Guffens, Frédéric, Mufti, Nada, Esther Van Elslander, Schwartz, Ernst, Ebner, Michael, Prayer, Daniela, Kasprian, Gregor, David, Anna L, Melbourne, Andrew, Ourselin, Sébastien, Deprest, Jan, Langs, Georg, Vercauteren, Tom
Published in arXiv.org (14.07.2022)
Published in arXiv.org (14.07.2022)
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Paper
Journal Article
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation
Lucas Fidon, Aertsen, Michael, Emam, Doaa, Mufti, Nada, Guffens, Frédéric, Deprest, Thomas, Demaerel, Philippe, David, Anna L, Melbourne, Andrew, Ourselin, Sébastien, Deprest, Jan, Vercauteren, Tom
Published in arXiv.org (09.07.2021)
Published in arXiv.org (09.07.2021)
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Journal Article