متابعة
Loic Le Folgoc
Loic Le Folgoc
Associate Professor, LTCI, Télécom Paris, France
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Attention u-net: Learning where to look for the pancreas‏
O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ...‏
arXiv preprint arXiv:1804.03999, 2018‏
74582018
Attention u-net: Learning where to look for the pancreas. arXiv‏
O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ...‏
arXiv preprint arXiv:1804.03999 10, 2018‏
4712018
Evaluating reinforcement learning agents for anatomical landmark detection‏
A Alansary, O Oktay, Y Li, L Le Folgoc, B Hou, G Vaillant, K Kamnitsas, ...‏
Medical image analysis 53, 156-164, 2019‏
2052019
Stochastic segmentation networks: Modelling spatially correlated aleatoric uncertainty‏
M Monteiro, L Le Folgoc, D Coelho de Castro, N Pawlowski, B Marques, ...‏
Advances in Neural Information Processing Systems 33, 12756-12767, 2020‏
1412020
Semi-supervised learning via compact latent space clustering‏
K Kamnitsas, D Castro, L Le Folgoc, I Walker, R Tanno, D Rueckert, ...‏
International Conference on Machine Learning, 2459-2468, 2018‏
1082018
Automatic view planning with multi-scale deep reinforcement learning agents‏
A Alansary, LL Folgoc, G Vaillant, O Oktay, Y Li, W Bai, ...‏
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018‏
682018
Explainable anatomical shape analysis through deep hierarchical generative models‏
C Biffi, JJ Cerrolaza, G Tarroni, W Bai, A De Marvao, O Oktay, C Ledig, ...‏
IEEE transactions on medical imaging 39 (6), 2088-2099, 2020‏
622020
Is MC Dropout Bayesian?‏
LL Folgoc, V Baltatzis, S Desai, A Devaraj, S Ellis, OEM Manzanera, ...‏
arXiv preprint arXiv:2110.04286, 2021‏
542021
Quantifying registration uncertainty with sparse bayesian modelling‏
L Le Folgoc, H Delingette, A Criminisi, N Ayache‏
IEEE transactions on medical imaging 36 (2), 607-617, 2016‏
452016
Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features‏
MW Macomber, M Phillips, I Tarapov, R Jena, A Nori, D Carter, ...‏
Physics in Medicine & Biology 63 (23), 235002, 2018‏
332018
Lifted auto-context forests for brain tumour segmentation‏
L Le Folgoc, AV Nori, S Ancha, A Criminisi‏
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2016‏
292016
Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements‏
L Le Folgoc, H Delingette, A Criminisi, N Ayache‏
Medical image analysis 36, 79-97, 2017‏
242017
Attention u-net: Learning where to look for the pancreas. CoRR abs/1804.03999 (2018)‏
O Oktay, J Schlemper, LL Folgoc, MCH Lee, MP Heinrich, K Misawa, ...‏
arXiv preprint arXiv:1804.03999 760, 1804‏
211804
Geometric deep learning for post-menstrual age prediction based on the neonatal white matter cortical surface‏
V Vosylius, A Wang, C Waters, A Zakharov, F Ward, L Le Folgoc, J Cupitt, ...‏
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and …, 2020‏
182020
Deep learning for cardiac motion estimation: supervised vs. unsupervised training‏
H Qiu, C Qin, L Le Folgoc, B Hou, J Schlemper, D Rueckert‏
Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 2020‏
182020
Attention u-net: Learning where to look for the pancreas. arXiv 2018‏
O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ...‏
arXiv preprint arXiv:1804.03999, 0‏
17*
Segmentation of brain tumors via cascades of lifted decision forests‏
LL Folgoc, AV Nori, J Alvarez-Valle, R Lowe, A Criminisi‏
proceedings MICCAI-BRATS workshop, 26-30, 2016‏
162016
Sparse bayesian registration‏
L Le Folgoc, H Delingette, A Criminisi, N Ayache‏
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014‏
112014
A Variational Bayesian Method for Similarity Learning in Non-Rigid Image Registration‏
D Grzech, MF Azampour, B Glocker, J Schnabel, N Navab, B Kainz, ...‏
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022‏
102022
Sensor data processor with update ability‏
AV Nori, A Criminisi, S Ancha, L Le Folgoc‏
US Patent App. 15/628,564, 2018‏
82018
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20