| SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining B Billot, DN Greve, O Puonti, A Thielscher, K Van Leemput, B Fischl, ... Medical Image Analysis, 102789, 2023 | 341* | 2023 |
| SynthMorph: learning contrast-invariant registration without acquired images M Hoffmann, B Billot, DN Greve, JE Iglesias, B Fischl, AV Dalca IEEE transactions on medical imaging 41 (3), 543-558, 2021 | 185 | 2021 |
| Automated segmentation of the hypothalamus and associated subunits in brain MRI B Billot, M Bocchetta, E Todd, AV Dalca, JD Rohrer, JE Iglesias Neuroimage 223, 117287, 2020 | 144 | 2020 |
| Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast JE Iglesias, B Billot, Y Balbastre, A Tabari, J Conklin, RG González, ... Neuroimage 237, 118206, 2021 | 109 | 2021 |
| Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets B Billot, C Magdamo, Y Cheng, SE Arnold, S Das, JE Iglesias Proceedings of the National Academy of Sciences 120 (9), e2216399120, 2023 | 105 | 2023 |
| SynthSR: A public AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry JE Iglesias, B Billot, Y Balbastre, C Magdamo, SE Arnold, S Das, ... Science advances 9 (5), eadd3607, 2023 | 105 | 2023 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation B Billot, D Greve, K Van Leemput, B Fischl, JE Iglesias, AV Dalca Proceedings of the Third Conference on Medical Imaging with Deep Learning …, 2020 | 104 | 2020 |
| Quantitative brain morphometry of portable low-field-strength MRI using super-resolution machine learning JE Iglesias, R Schleicher, S Laguna, B Billot, P Schaefer, B McKaig, ... Radiology 306 (3), e220522, 2022 | 75 | 2022 |
| A deep learning toolbox for automatic segmentation of subcortical limbic structures from MRI images DN Greve, B Billot, D Cordero, A Hoopes, M Hoffmann, AV Dalca, B Fischl, ... Neuroimage 244, 118610, 2021 | 49 | 2021 |
| Partial volume segmentation of brain MRI scans of any resolution and contrast B Billot, E Robinson, AV Dalca, JE Iglesias Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 36 | 2020 |
| Image synthesis with a convolutional capsule generative adversarial network C Bass, T Dai, B Billot, K Arulkumaran, A Creswell, C Clopath, V De Paola, ... | 32 | 2019 |
| Learning mri contrast-agnostic registration M Hoffmann, B Billot, JE Iglesias, B Fischl, AV Dalca 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 899-903, 2021 | 28* | 2021 |
| Deep reinforcement learning for subpixel neural tracking T Dai, M Dubois, K Arulkumaran, J Campbell, C Bass, B Billot, F Uslu, ... International conference on medical imaging with deep learning, 130-150, 2019 | 23 | 2019 |
| Joint segmentation of multiple sclerosis lesions and brain anatomy in MRI scans of any contrast and resolution with CNNs B Billot, S Cerri, K Van Leemput, AV Dalca, JE Iglesias 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1971-1974, 2021 | 17 | 2021 |
| AnyStar: Domain randomized universal star-convex 3D instance segmentation N Dey, M Abulnaga, B Billot, EA Turk, E Grant, AV Dalca, P Golland Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 12 | 2024 |
| Robust segmentation of brain MRI in the wild with hierarchical CNNs and no retraining B Billot, C Magdamo, SE Arnold, S Das, JE Iglesias International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 12 | 2022 |
| In vivo hypothalamic regional volumetry across the frontotemporal dementia spectrum NL Shapiro, EG Todd, B Billot, DM Cash, JE Iglesias, JD Warren, ... NeuroImage: Clinical 35, 103084, 2022 | 12 | 2022 |
| Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI P Laso, S Cerri, A Sorby-Adams, J Guo, F Mateen, P Goebl, J Wu, P Liu, ... 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | 9 | 2024 |
| Linking brain structure, cognition, and sleep: insights from clinical data R Wei, W Ganglberger, H Sun, PN Hadar, RL Gollub, S Pieper, B Billot, ... Sleep 47 (2), zsad294, 2024 | 9 | 2024 |
| SE (3)-equivariant and noise-invariant 3D rigid motion tracking in brain MRI B Billot, N Dey, D Moyer, M Hoffmann, EA Turk, B Gagoski, PE Grant, ... IEEE Transactions on Medical Imaging, 2024 | 8* | 2024 |
Juan Eugenio IglesiasMassachusetts General Hospital & Harvard Medical School / MIT / UCLAdresse e-mail validée de mgh.harvard.edu