| TorchIO: a Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning F Pérez-García, R Sparks, S Ourselin Computer Methods and Programs in Biomedicine 208, 106236, 2021 | 582 | 2021 |
| Learning to exploit temporal structure for biomedical vision-language processing S Bannur, S Hyland, Q Liu, F Perez-Garcia, M Ilse, DC Castro, B Boecking, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 129 | 2023 |
| Monai label: A framework for ai-assisted interactive labeling of 3d medical images A Diaz-Pinto, S Alle, V Nath, Y Tang, A Ihsani, M Asad, F Pérez-García, ... Medical Image Analysis 95, 103207, 2024 | 98 | 2024 |
| Multimodal healthcare AI: identifying and designing clinically relevant vision-language applications for radiology N Yildirim, H Richardson, MT Wetscherek, J Bajwa, J Jacob, MA Pinnock, ... Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems …, 2024 | 49 | 2024 |
| MAIRA-1: A specialised large multimodal model for radiology report generation SL Hyland, S Bannur, K Bouzid, DC Castro, M Ranjit, A Schwaighofer, ... arXiv preprint arXiv:2311.13668, 2023 | 49 | 2023 |
| Normal and pathological neuronal distribution of the human mesencephalic locomotor region SB Sébille, AS Rolland, M Faillot, F Perez‐Garcia, A Colomb‐Clerc, B Lau, ... Movement Disorders 34 (2), 218-227, 2019 | 40 | 2019 |
| MAIRA-2: Grounded Radiology Report Generation S Bannur, K Bouzid, DC Castro, A Schwaighofer, S Bond-Taylor, M Ilse, ... arXiv preprint arXiv:2406.04449, 2024 | 38 | 2024 |
| Exploring the Boundaries of GPT-4 in Radiology Q Liu, S Hyland, S Bannur, K Bouzid, DC Castro, MT Wetscherek, R Tinn, ... arXiv preprint arXiv:2310.14573, 2023 | 36 | 2023 |
| Exploring scalable medical image encoders beyond text supervision F Pérez-García, H Sharma, S Bond-Taylor, K Bouzid, V Salvatelli, M Ilse, ... Nature Machine Intelligence, 1-12, 2025 | 23* | 2025 |
| A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections F Pérez-García, R Dorent, M Rizzi, F Cardinale, V Frazzini, V Navarro, ... International Journal of Computer Assisted Radiology and Surgery 16, 1653-1661, 2021 | 23 | 2021 |
| Multicenter validation of automated trajectories for selective laser amygdalohippocampectomy VN Vakharia, RE Sparks, K Li, AG O'Keeffe, F Pérez‐García, LGS França, ... Epilepsia 60 (9), 1949-1959, 2019 | 20 | 2019 |
| Pedunculopontine and cuneiform nuclei deep brain stimulation for severe gait and balance disorders in Parkinson’s disease: interim results from a randomized double-blind … J Bourilhon, C Olivier, H You, A Collomb-Clerc, D Grabli, H Belaid, ... Journal of Parkinson's disease 12 (2), 639-653, 2022 | 19 | 2022 |
| Probabilistic landscape of seizure semiology localizing values A Alim-Marvasti, G Romagnoli, K Dahele, H Modarres, F Pérez-García, ... Brain Communications 4 (3), fcac130, 2022 | 18 | 2022 |
| Transfer learning of deep spatiotemporal networks to model arbitrarily long videos of seizures F Pérez-García, C Scott, R Sparks, B Diehl, S Ourselin International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 17 | 2021 |
| Machine learning for localizing epileptogenic-zone in the temporal lobe: Quantifying the value of multimodal clinical-semiology and imaging concordance A Alim-Marvasti, F Pérez-García, K Dahele, G Romagnoli, B Diehl, ... Frontiers in digital health 3, 559103, 2021 | 16 | 2021 |
| Automatic Segmentation Of Depth Electrodes Implanted In Epileptic Patients: A Modular Tool Adaptable To Multicentric Protocols F Pérez-García, K Lehongre, E Bardinet, P Jannin, V Navarro, D Hasboun, ... Epilepsia 56 (1, SI), 227, 2015 | 15 | 2015 |
| Simulation of brain resection for cavity segmentation using self-supervised and semi-supervised learning F Pérez-García, R Rodionov, A Alim-Marvasti, R Sparks, JS Duncan, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 14 | 2020 |
| RadEdit: stress-testing biomedical vision models via diffusion image editing F Pérez-García, S Bond-Taylor, PP Sanchez, B van Breugel, DC Castro, ... European Conference on Computer Vision, 358-376, 2024 | 7 | 2024 |
| Compositional zero-shot domain transfer with text-to-text models F Liu, Q Liu, S Bannur, F Pérez-García, N Usuyama, S Zhang, T Naumann, ... Transactions of the Association for Computational Linguistics 11, 1097-1113, 2023 | 7 | 2023 |
| Anatomo‐functional mapping of the primate mesencephalic locomotor region using stereotactic lesions M Gay, H Belaid, A Rogers, F Pérez‐García, M Roustan, E Bardinet, ... Movement Disorders 35 (5), 789-799, 2020 | 6 | 2020 |
Javier Alvarez ValleMicrosoft ResearchVerified email at microsoft.com
