Benjamin Billot

44 papers A* 1A 1Journal 27Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Benchmarking of Deep Learning Methods for Generic MRI Multi-Organ Abdominal Segmentation. CoRR Deepa Krishnaswamy, Cosmin Ciausu, Steven D. Pieper, Ron Kikinis, Benjamin Billot, Andrey Fedorov
2025	J	`jnl`	Equivariant symmetry-aware head pose estimation for fetal MRI. CoRR Ramya Muthukrishnan, Borjan A. Gagoski, Aryn Lee, Patricia Ellen Grant, Elfar Adalsteinsson, Polina Golland, Benjamin Billot
2025	—	`conf`	Fetuses Made Simple: Modeling and Tracking of Fetal Shape and Pose. MICCAI (11) Yingcheng Liu, Peiqi Wang, Sebastian Diaz, Esra Abaci Turk, Benjamin Billot, Patricia Ellen Grant, Polina Golland
2025	J	`jnl`	Fetuses Made Simple: Modeling and Tracking of Fetal Shape and Pose. CoRR Yingcheng Liu, Peiqi Wang, Sebastian Diaz, Esra Abaci Turk, Benjamin Billot, Patricia Ellen Grant, Polina Golland
2025	A*	`conf`	Learning General-purpose Biomedical Volume Representations using Randomized Synthesis. ICLR Neel Dey, Benjamin Billot, Hallee E. Wong, Clinton J. Wang, Mengwei Ren, Ellen Grant, Adrian V. Dalca, Polina Golland
2025	—	`conf`	Multi-stage CNN for Fast Registration of 3D Preoperative CTs to 2D Intraoperative X-Rays. COLAS@MICCAI Federica Facente, Benjamin Billot, Vivek Gopalakrishnan, Manasi Kattel, Wen Wei, Polina Golland, Hervé Delingette, Nicholas Ayache, Pierre Berthet-Rayne
2025	J	`jnl`	Resource-efficient Automatic Refinement of Segmentations via Weak Supervision from Light Feedback. CoRR Alix de Langlais, Benjamin Billot, Théo Aguilar Vidal, Marc-Olivier Gauci, Hervé Delingette
2025	—	`conf`	Robust Fetal Pose Estimation Across Gestational Ages via Cross-Population Augmentation. MICCAI (7) Sebastian Diaz, Benjamin Billot, Neel Dey, Molin Zhang, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2025	J	`jnl`	Robust Fetal Pose Estimation across Gestational Ages via Cross-Population Augmentation. CoRR Sebastian Diaz, Benjamin Billot, Neel Dey, Molin Zhang, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2025	—	`conf`	Robust Rigid MRI-TRUS Registration in Prostate Cancer Using Attention-CNN and ICP. ASMUS@MICCAI Manasi Kattel, Benjamin Billot, Federica Facente, Hervé Delingette, Nicholas Ayache
2025	—	`conf`	Spatial Regularisation for Improved Accuracy and Interpretability in Keypoint-Based Registration. MICCAI (14) Benjamin Billot, Ramya Muthukrishnan, Esra Abaci Turk, Patricia Ellen Grant, Nicholas Ayache, Hervé Delingette, Polina Golland
2025	J	`jnl`	Spatial regularisation for improved accuracy and interpretability in keypoint-based registration. CoRR Benjamin Billot, Ramya Muthukrishnan, Esra Abaci Turk, Patricia Ellen Grant, Nicholas Ayache, Hervé Delingette, Polina Golland
2024	J	`jnl`	A Constrast-Agnostic Method for Ultra-High Resolution Claustrum Segmentation. CoRR Chiara Mauri, Ryan Fritz, Jocelyn Mora, Benjamin Billot, Juan Eugenio Iglesias, Koen Van Leemput, Jean Augustinack, Douglas N. Greve
2024	A	`conf`	AnyStar: Domain randomized universal star-convex 3D instance segmentation. WACV Neel Dey, S. Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, Patricia Ellen Grant, Adrian V. Dalca, Polina Golland
2024	J	`jnl`	Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis. CoRR Neel Dey, Benjamin Billot, Hallee E. Wong, Clinton J. Wang, Mengwei Ren, Patricia Ellen Grant, Adrian V. Dalca, Polina Golland
2024	—	`conf`	Network conditioning for synergistic learning on partial annotations. MIDL Benjamin Billot, Neel Dey, Esra Abaci Turk, Ellen Grant, Polina Golland
2024	—	`conf`	Quantifying White Matter Hyperintensity and Brain Volumes in Heterogeneous Clinical and Low-Field Portable MRI. ISBI Pablo Laso, Stefano Cerri, Annabel Sorby-Adams, Jennifer Guo, Farrah Mateen, Philipp Goebl, Jiaming Wu, Peirong Liu, Hongwei Bran Li, Sean I. Young, Benjamin Billot, Oula Puonti, Gordon Sze, Sam Payabavash, Adam DeHavenon, Kevin N. Sheth, Matthew S. Rosen, John Kirsch, Nicola Strisciuglio, Jelmer M. Wolterink, Arman Eshaghi, Frederik Barkhof, W. Taylor Kimberly, Juan Eugenio Iglesias
2024	J	`jnl`	SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI. IEEE Trans. Medical Imaging Benjamin Billot, Neel Dey, Daniel Moyer, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland
2024	J	`jnl`	Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels. CoRR Cosmin Ciausu, Deepa Krishnaswamy, Benjamin Billot, Steve Pieper, Ron Kikinis, Andrey Fedorov
2023	J	`jnl`	AnyStar: Domain randomized universal star-convex 3D instance segmentation. CoRR Neel Dey, S. Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, Patricia Ellen Grant, Adrian V. Dalca, Polina Golland
2023	—	`conf`	Domain-Agnostic Segmentation of Thalamic Nuclei from Joint Structural and Diffusion MRI. MICCAI (8) Henry F. J. Tregidgo, Sonja Soskic, Mark D. Olchanyi, Juri Althonayan, Benjamin Billot, Chiara Maffei, Polina Golland, Anastasia Yendiki, Daniel C. Alexander, Martina Bocchetta, Jonathan D. Rohrer, Juan Eugenio Iglesias
2023	J	`jnl`	Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI. CoRR Henry F. J. Tregidgo, Sonja Soskic, Mark D. Olchanyi, Juri Althonayan, Benjamin Billot, Chiara Maffei, Polina Golland, Anastasia Yendiki, Daniel C. Alexander, Martina Bocchetta, Jonathan D. Rohrer, Juan Eugenio Iglesias
2023	J	`jnl`	Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI. CoRR Pablo Laso, Stefano Cerri, Annabel Sorby-Adams, Jennifer Guo, Farrah Mateen, Philipp Goebl, Jiaming Wu, Peirong Liu, Hongwei Li, Sean I. Young, Benjamin Billot, Oula Puonti, Gordon Sze, Sam Payabavash, Adam DeHavenon, Kevin N. Sheth, Matthew S. Rosen, John Kirsch, Nicola Strisciuglio, Jelmer M. Wolterink, Arman Eshaghi, Frederik Barkhof, W. Taylor Kimberly, Juan Eugenio Iglesias
2023	J	`jnl`	SE(3)-Equivariant and Noise-Invariant 3D Motion Tracking in Medical Images. CoRR Benjamin Billot, Daniel Moyer, Neel Dey, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland
2023	J	`jnl`	SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining. Medical Image Anal. Benjamin Billot, Douglas N. Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Juan Eugenio Iglesias
2022	J	`jnl`	Accurate super-resolution low-field brain MRI. CoRR Juan Eugenio Iglesias, Riana Schleicher, Sonia Laguna, Benjamin Billot, Pamela Schaefer, Brenna McKaig, Joshua N. Goldstein, Kevin N. Sheth, Matthew S. Rosen, W. Taylor Kimberly
2022	—	`conf`	Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and No Retraining. MICCAI (5) Benjamin Billot, Colin G. Magdamo, Steven E. Arnold, Sudeshna Das, Juan Eugenio Iglesias
2022	J	`jnl`	Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining. CoRR Benjamin Billot, Colin G. Magdamo, Sean E. Arnold, Sudeshna Das, Juan Eugenio Iglesias
2022	J	`jnl`	Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets. CoRR Benjamin Billot, Colin G. Magdamo, Steven E. Arnold, Sudeshna Das, Juan Eugenio Iglesias
2022	J	`jnl`	SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images. IEEE Trans. Medical Imaging Malte Hoffmann, Benjamin Billot, Douglas N. Greve, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
2021	J	`jnl`	A deep learning toolbox for automatic segmentation of subcortical limbic structures from MRI images. NeuroImage Douglas N. Greve, Benjamin Billot, Devani Cordero, Andrew Hoopes, Malte Hoffmann, Adrian V. Dalca, Bruce Fischl, Juan Eugenio Iglesias, Jean C. Augustinack
2021	—	`conf`	Joint Segmentation Of Multiple Sclerosis Lesions And Brain Anatomy In MRI Scans Of Any Contrast And Resolution With CNNs. ISBI Benjamin Billot, Stefano Cerri, Koen Van Leemput, Adrian V. Dalca, Juan Eugenio Iglesias
2021	J	`jnl`	Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast. NeuroImage Juan Eugenio Iglesias, Benjamin Billot, Yaël Balbastre, Azadeh Tabari, John Conklin, R. Gilberto González, Daniel C. Alexander, Polina Golland, Brian L. Edlow, Bruce Fischl
2021	—	`conf`	Learning Mri Contrast-Agnostic Registration. ISBI Malte Hoffmann, Benjamin Billot, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
2021	J	`jnl`	SynthSeg: Domain Randomisation for Segmentation of Brain MRI Scans of any Contrast and Resolution. CoRR Benjamin Billot, Douglas N. Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Juan Eugenio Iglesias
2020	—	`conf`	A Learning Strategy for Contrast-agnostic MRI Segmentation. MIDL Benjamin Billot, Douglas N. Greve, Koen Van Leemput, Bruce Fischl, Juan Eugenio Iglesias, Adrian V. Dalca
2020	J	`jnl`	A Learning Strategy for Contrast-agnostic MRI Segmentation. CoRR Benjamin Billot, Douglas N. Greve, Koen Van Leemput, Bruce Fischl, Juan Eugenio Iglesias, Adrian V. Dalca
2020	J	`jnl`	Automated segmentation of the hypothalamus and associated subunits in brain MRI. NeuroImage Benjamin Billot, Martina Bocchetta, Emily Todd, Adrian V. Dalca, Jonathan D. Rohrer, Juan Eugenio Iglesias
2020	J	`jnl`	Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast. CoRR Juan Eugenio Iglesias, Benjamin Billot, Yaël Balbastre, Azadeh Tabari, John Conklin, Daniel C. Alexander, Polina Golland, Brian L. Edlow, Bruce Fischl
2020	J	`jnl`	Learning Multi-Modal Image Registration without Real Data. CoRR Malte Hoffmann, Benjamin Billot, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
2020	—	`conf`	Partial Volume Segmentation of Brain MRI Scans of Any Resolution and Contrast. MICCAI (7) Benjamin Billot, Eleanor D. Robinson, Adrian V. Dalca, Juan Eugenio Iglesias
2020	J	`jnl`	Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast. CoRR Benjamin Billot, Eleanor D. Robinson, Adrian V. Dalca, Juan Eugenio Iglesias
2019	—	`conf`	Deep Reinforcement Learning for Subpixel Neural Tracking. MIDL Tianhong Dai, Magda Dubois, Kai Arulkumaran, Jonathan Campbell, Cher Bass, Benjamin Billot, Fatmatülzehra Uslu, Vincenzo De Paola, Claudia Clopath, Anil Anthony Bharath
2019	—	`conf`	Image Synthesis with a Convolutional Capsule Generative Adversarial Network. MIDL Cher Bass, Tianhong Dai, Benjamin Billot, Kai Arulkumaran, Antonia Creswell, Claudia Clopath, Vincenzo De Paola, Anil Anthony Bharath