Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks
Lucas Fidon, Li, Wenqi, Garcia-Peraza-Herrera, Luis C, Ekanayake, Jinendra, Kitchen, Neil, Ourselin, Sebastien, Vercauteren, Tom
Published in arXiv.org (29.08.2017)
Published in arXiv.org (29.08.2017)
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Journal Article
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task
Li, Wenqi, Wang, Guotai, Lucas Fidon, Ourselin, Sebastien, Cardoso, M Jorge, Vercauteren, Tom
Published in arXiv.org (06.07.2017)
Published in arXiv.org (06.07.2017)
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Journal Article
Scalable multimodal convolutional networks for brain tumour segmentation
Lucas Fidon, Li, Wenqi, Garcia-Peraza-Herrera, Luis C, Ekanayake, Jinendra, Kitchen, Neil, Ourselin, Sebastien, Vercauteren, Tom
Published in arXiv.org (25.06.2017)
Published in arXiv.org (25.06.2017)
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Journal Article
Abstract 7395: Histology-based prognosis prediction using deep learning outperforms and is independent of the MGMT methylation status in patients with glioblastoma
Fidon, Lucas, Thiriez, Celine, Grimaldi, Alexandre, Domingues, Omar Darwiche, Maussion, Charles, Hoffmann, Caroline
Published in Cancer research (Chicago, Ill.) (22.03.2024)
Published in Cancer research (Chicago, Ill.) (22.03.2024)
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Journal Article
Fetal brain tissue annotation and segmentation challenge results
Payette, Kelly, Li, Hongwei Bran, de Dumast, Priscille, Licandro, Roxane, Ji, Hui, Siddiquee, Md Mahfuzur Rahman, Xu, Daguang, Myronenko, Andriy, Liu, Hao, Pei, Yuchen, Wang, Lisheng, Peng, Ying, Xie, Juanying, Zhang, Huiquan, Dong, Guiming, Fu, Hao, Wang, Guotai, Rieu, ZunHyan, Kim, Donghyeon, Kim, Hyun Gi, Karimi, Davood, Gholipour, Ali, Torres, Helena R., Oliveira, Bruno, Vilaça, João L., Lin, Yang, Avisdris, Netanell, Ben-Zvi, Ori, Bashat, Dafna Ben, Fidon, Lucas, Aertsen, Michael, Vercauteren, Tom, Sobotka, Daniel, Langs, Georg, Alenyà, Mireia, Villanueva, Maria Inmaculada, Camara, Oscar, Fadida, Bella Specktor, Joskowicz, Leo, Weibin, Liao, Yi, Lv, Xuesong, Li, Mazher, Moona, Qayyum, Abdul, Puig, Domenec, Kebiri, Hamza, Zhang, Zelin, Xu, Xinyi, Wu, Dan, Liao, Kuanlun, Wu, Yixuan, Chen, Jintai, Xu, Yunzhi, Zhao, Li, Vasung, Lana, Menze, Bjoern, Cuadra, Meritxell Bach, Jakab, Andras
Published in Medical image analysis (01.08.2023)
Published in Medical image analysis (01.08.2023)
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Longitudinal MRI in the context of in utero surgery for open spina bifida: A descriptive study
Mufti, Nada, Aertsen, Michael, Thomson, Dominic, De Vloo, Phillippe, Demaerel, Philippe, Deprest, Jan, Melbourne, Andrew, David, Anna L., Atkinson, David, Bredaki, Foteini Emmanouella, Chappell, Joanna, De Catte, Luc, Devlieger, Roland, Ebner, Michael, Fidon, Lucas, Gaunt, Trevor, Kendall, Giles S., Ourselin, Sebastien, Baruteau, Kelly Pegoretti, Sacco, Adalina, Sokolska, Magdalena, Vercauteren, Tom
Published in Acta obstetricia et gynecologica Scandinavica (01.02.2024)
Published in Acta obstetricia et gynecologica Scandinavica (01.02.2024)
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Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for Brain Tumor Segmentation: BraTS 2020 Challenge
Fidon, Lucas, Ourselin, Sébastien, Vercauteren, Tom
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2021)
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2021)
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Book Chapter
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation Using Holistic Convolutional Networks
Fidon, Lucas, Li, Wenqi, Garcia-Peraza-Herrera, Luis C., Ekanayake, Jinendra, Kitchen, Neil, Ourselin, Sébastien, Vercauteren, Tom
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2018)
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2018)
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Book Chapter
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools
Garcia-Peraza-Herrera, Luis C, Li, Wenqi, Lucas Fidon, Gruijthuijsen, Caspar, Devreker, Alain, Attilakos, George, Deprest, Jan, Emmanuel Vander Poorten, Stoyanov, Danail, Vercauteren, Tom, Ourselin, Sebastien
Published in arXiv.org (04.07.2017)
Published in arXiv.org (04.07.2017)
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Journal Article
NiftyNet: a deep-learning platform for medical imaging
Gibson, Eli, Li, Wenqi, Sudre, Carole, Lucas Fidon, 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 arXiv.org (16.10.2017)
Published in arXiv.org (16.10.2017)
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Journal Article
Context Aware 3D CNNs for Brain Tumor Segmentation
Chandra, Siddhartha, Vakalopoulou, Maria, Fidon, Lucas, Battistella, Enzo, Estienne, Théo, Sun, Roger, Robert, Charlotte, Deutsch, Eric, Paragios, Nikos
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2019)
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2019)
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Book Chapter
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 (2021)
Published in Open research Europe (2021)
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Journal Article
Min-Cut Max-Flow for Network Abnormality Detection: Application to Preterm Birth
Irzan, Hassna, Fidon, Lucas, Vercauteren, Tom, Ourselin, Sebastien, Marlow, Neil, Melbourne, Andrew
Published in Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis (2020)
Published in Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis (2020)
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Book Chapter
CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images
Saada, Thiziri Nait, Di Proietto, Valentina, Schmauch, Benoit, Von Loga, Katharina, Fidon, Lucas
Year of Publication 01.08.2024
Year of Publication 01.08.2024
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Journal Article
Partial supervision for the FeTA challenge 2021
Fidon, Lucas, Aertsen, Michael, Shit, Suprosanna, Demaerel, Philippe, Ourselin, Sébastien, Deprest, Jan, Vercauteren, Tom
Year of Publication 03.11.2021
Year of Publication 03.11.2021
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Journal Article
MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation
Ranzini, Marta B. M, Fidon, Lucas, Ourselin, Sébastien, Modat, Marc, Vercauteren, Tom
Year of Publication 21.03.2021
Year of Publication 21.03.2021
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