Articoli con mandati relativi all'accesso pubblico - Lucas FidonUlteriori informazioni
Disponibili pubblicamente: 25
NiftyNet: a deep-learning platform for medical imaging
E Gibson, W Li, C Sudre, L Fidon, DI Shakir, G Wang, Z Eaton-Rosen, ...
Computer methods and programs in biomedicine 158, 113-122, 2018
Mandati: Cancer Research UK, UK Engineering and Physical Sciences Research Council …
On the compactness, efficiency, and representation of 3D convolutional networks: brain parcellation as a pretext task
W Li, G Wang, L Fidon, S Ourselin, MJ Cardoso, T Vercauteren
IPMI 2017, 348-360, 2017
Mandati: UK Engineering and Physical Sciences Research Council, National Institute …
Generalised wasserstein dice score for imbalanced multi-class segmentation using holistic convolutional networks
L Fidon, W Li, LC Garcia-Peraza-Herrera, J Ekanayake, N Kitchen, ...
MICCAI Brainlesion Workshop 2017, 64-76, 2017
Mandati: UK Engineering and Physical Sciences Research Council, National Institute …
Toolnet: holistically-nested real-time segmentation of robotic surgical tools
LC Garcia-Peraza-Herrera, W Li, L Fidon, C Gruijthuijsen, A Devreker, ...
2017 IEEE/RSJ international conference on intelligent robots and systems …, 2017
Mandati: UK Engineering and Physical Sciences Research Council, National Institute …
Scalable multimodal convolutional networks for brain tumour segmentation
L Fidon, W Li, LC Garcia-Peraza-Herrera, J Ekanayake, N Kitchen, ...
MICCAI 2017, 285-293, 2017
Mandati: UK Engineering and Physical Sciences Research Council, National Institute …
Generalized wasserstein dice score, distributionally robust deep learning, and ranger for brain tumor segmentation: BraTS 2020 challenge
L Fidon, S Ourselin, T Vercauteren
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021
Mandati: UK Engineering and Physical Sciences Research Council, Wellcome Trust …
Image compositing for segmentation of surgical tools without manual annotations
LC Garcia-Peraza-Herrera, L Fidon, C D’Ettorre, D Stoyanov, ...
IEEE transactions on medical imaging 40 (5), 1450-1460, 2021
Mandati: UK Engineering and Physical Sciences Research Council, Wellcome Trust …
Dosimetry-driven quality measure of brain pseudo Computed Tomography generated from deep learning for MRI-only radiotherapy treatment planning
EA Andres*, L Fidon*, M Vakalopoulou, M Lerousseau, A Carré, R Sun, ...
International Journal of Radiation Oncology Biology Physics, 2020
Mandati: European Commission
Fetal brain tissue annotation and segmentation challenge results
K Payette, HB Li, P de Dumast, R Licandro, H Ji, MMR Siddiquee, D Xu, ...
Medical image analysis 88, 102833, 2023
Mandati: Swiss National Science Foundation, Austrian Science Fund, Wellcome Trust …
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation
L Fidon, M Aertsen, D Emam, N Mufti, F Guffens, T Deprest, P Demaerel, ...
MICCAI 2021, 2021
Mandati: UK Engineering and Physical Sciences Research Council, Wellcome Trust …
Distributionally robust segmentation of abnormal fetal brain 3D MRI
L Fidon, M Aertsen, N Mufti, T Deprest, D Emam, F Guffens, E Schwartz, ...
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and …, 2021
Mandati: UK Engineering and Physical Sciences Research Council, Wellcome Trust …
A spatio-temporal atlas of the developing fetal brain with spina bifida aperta
L Fidon, E Viola, N Mufti, AL David, A Melbourne, P Demaerel, S Ourselin, ...
Open Research Europe, 2021
Mandati: US National Institutes of Health, UK Engineering and Physical Sciences …
Cortical spectral matching and shape and volume analysis of the fetal brain pre-and post-fetal surgery for spina bifida: a retrospective study
N Mufti, M Aertsen, M Ebner, L Fidon, P Patel, MBA Rahman, ...
Neuroradiology 63 (10), 1721-1734, 2021
Mandati: UK Engineering and Physical Sciences Research Council, National Institute …
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation
L Fidon, M Aertsen, F Kofler, A Bink, AL David, T Deprest, D Emam, ...
IEEE transactions on pattern analysis and machine intelligence 46 (5), 3784-3795, 2024
Mandati: European Commission
ECONet: Efficient convolutional online likelihood network for scribble-based interactive segmentation
M Asad, L Fidon, T Vercauteren
International Conference on Medical Imaging with Deep Learning, 35-47, 2022
Mandati: UK Engineering and Physical Sciences Research Council, Wellcome Trust …
Distributionally Robust Deep Learning using Hardness Weighted Sampling
L Fidon, M Aertsen, T Deprest, D Emam, F Guffens, N Mufti, ...
Machine Learning for Biomedical Imaging, 2022
Mandati: UK Engineering and Physical Sciences Research Council, Wellcome Trust …
Generalized wasserstein dice loss, test-time augmentation, and transformers for the BraTS 2021 challenge
L Fidon, S Shit, I Ezhov, JC Paetzold, S Ourselin, T Vercauteren
International MICCAI Brainlesion Workshop, 187-196, 2021
Mandati: UK Engineering and Physical Sciences Research Council, Wellcome Trust …
Robust, primitive, and unsupervised quality estimation for segmentation ensembles
F Kofler, I Ezhov, L Fidon, CM Pirkl, JC Paetzold, E Burian, S Pati, ...
Frontiers in Neuroscience 15, 752780, 2021
Mandati: US National Institutes of Health, German Research Foundation, European …
Longitudinal MRI evaluation of brain development in fetuses with congenital diaphragmatic hernia around the time of fetal endotracheal occlusion
D Emam, M Aertsen, L Van der Veeken, L Fidon, P Patkee, ...
American Journal of Neuroradiology 44 (2), 205-211, 2023
Mandati: UK Engineering and Physical Sciences Research Council, Wellcome Trust …
Deep quality estimation: Creating surrogate models for human quality ratings
F Kofler, I Ezhov, L Fidon, I Horvath, E de la Rosa, J LaMaster, H Li, ...
International MICCAI Brainlesion Workshop, 3-13, 2022
Mandati: US National Institutes of Health, German Research Foundation, European …
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