Browse by UCL people
Group by: Type | Date
Number of items: 8.
Article
Alim-Marvasti, A;
Pérez-García, F;
Dahele, K;
Romagnoli, G;
Diehl, B;
Sparks, R;
Ourselin, S;
... Duncan, JS; + view all
(2021)
Machine Learning for Localizing Epileptogenic-Zone in the Temporal Lobe: Quantifying the Value of Multimodal Clinical-Semiology and Imaging Concordance.
Frontiers in Digital Health
, 3
, Article 559103. 10.3389/fdgth.2021.559103.
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Granados, A;
Perez-Garcia, F;
Schweiger, M;
Vakharia, V;
Vos, SB;
Miserocchi, A;
McEvoy, AW;
... Ourselin, S; + view all
(2021)
A generative model of hyperelastic strain energy density functions for multiple tissue brain deformation.
International Journal of Computer Assisted Radiology and Surgery
, 16
pp. 141-150.
10.1007/s11548-020-02284-y.
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Pérez-García, F;
Dorent, R;
Rizzi, M;
Cardinale, F;
Frazzini, V;
Navarro, V;
Essert, C;
... Ourselin, S; + view all
(2021)
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections.
International Journal of Computer Assisted Radiology and Surgery
10.1007/s11548-021-02420-2.
(In press).
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Pérez-García, F;
Sparks, R;
Ourselin, S;
(2021)
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning.
Comput Methods Programs Biomed
, 208
, Article 106236. 10.1016/j.cmpb.2021.106236.
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Vakharia, V;
Li, K;
Sparks, R;
O'Keeffe, A;
Perez-Garcia, F;
Franca, LGS;
Aronson, J;
... Duncan, JS; + view all
(2019)
Multicentre validation of automated trajectories for selective laser amygdalohippocampectomy.
Epilepsia
, 60
(9)
pp. 1949-1959.
10.1111/epi.16307.
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Proceedings paper
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Pérez-García, F;
Scott, C;
Sparks, R;
Diehl, B;
Ourselin, S;
(2021)
Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures.
In:
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021.
(pp. pp. 334-344).
Springer: Cham, Switzerland.
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Pérez-García, F;
Rodionov, R;
Alim-Marvasti, A;
Sparks, R;
Duncan, JS;
Ourselin, S;
(2020)
Simulation of Brain Resection for Cavity Segmentation Using Self-Supervised and Semi-Supervised Learning.
In: Martel, A.L. et al., (ed.)
Medical Image Computing and Computer Assisted Intervention – MICCAI 2020. MICCAI 2020. Lecture Notes in Computer Science.
Springer: Cham.
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Thesis
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Pérez García, Fernando;
(2023)
Towards a data-driven treatment of epilepsy: computational methods to overcome low-data regimes in clinical settings.
Doctoral thesis (Ph.D), UCL (University College London).
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