Benjamin Billot
Benjamin Billot
Postdoctoral researcher, Massachusetts Institute of Technology
Verified email at
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Cited by
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
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
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
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
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
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
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
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
Image synthesis with a convolutional capsule generative adversarial network
C Bass, T Dai, B Billot, K Arulkumaran, A Creswell, C Clopath, V De Paola, ...
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
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
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
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
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
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
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
Super-resolution of portable low-field MRI in real scenarios: integration with denoising and domain adaptation
S Laguna, R Schleicher, B Billot, P Schaefer, B Mckaig, JN Goldstein, ...
Medical Imaging with Deep Learning, 2022
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
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
Brain Growth Charts for Quantitative Analysis of Pediatric Clinical Brain MRI Scans with Limited Imaging Pathology
JM Schabdach, JE Schmitt, S Sotardi, A Vossough, S Andronikou, ...
Radiology 309 (1), e230096, 2023
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