Benjamin Billot
University College London
H-index: 13
Europe-United Kingdom
Top articles of Benjamin Billot
Network conditioning for synergistic learning on partial annotations
2024/2/13
Linking brain structure, cognition, and sleep: insights from clinical data
Sleep
2024/2/1
Ruoqi Wei
H-Index: 2
Haoqi Sun
H-Index: 11
Benjamin Billot
H-Index: 3
Juan Eugenio Iglesias
H-Index: 25
Chol Shin
H-Index: 49
A next-generation, histological atlas of the human brain and its application to automated brain MRI segmentation
bioRxiv
2024
AnyStar: Domain randomized universal star-convex 3D instance segmentation
WACV 2024: Winter Conference on Applications of Computer Vision
2024/1/1
Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels
arXiv preprint arXiv:2403.15609
2024/3/22
Deepa Krishnaswamy
H-Index: 5
Benjamin Billot
H-Index: 3
Ron Kikinis
H-Index: 64
Andrey Fedorov
H-Index: 25
SE (3)-Equivariant and Noise-Invariant 3D Motion Tracking in Medical Images
arXiv preprint arXiv:2312.13534
2023/12/21
Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI
arXiv preprint arXiv:2312.05119
2023/12/8
Brain Growth Charts for Quantitative Analysis of Pediatric Clinical Brain MRI Scans with Limited Imaging Pathology
Radiology
2023/10/31
Hao Huang
H-Index: 9
Benjamin Billot
H-Index: 3
Satrajit Ghosh
H-Index: 6
David Roalf
H-Index: 40
Jakob Seidlitz
H-Index: 19
Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI
2023/10/1
3D analysis of dissection photographs with surface scanning and machine learning for quantitative neuropathology.
bioRxiv
2023
Equivariant and Denoising CNNs to Decouple Intensity and Spatial Features for Motion Tracking in Fetal Brain MRI
2023/4/28
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets
Proceedings of the National Academy of Sciences
2023/2/28
SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining
Medical image analysis
2023/5/1
SynthSR: A public AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry
Science advances
2023/2/1
Quantitative brain morphometry of portable low-field-strength MRI using super-resolution machine learning
Radiology
2022/11/8
Bridging generative models and Convolutional Neural Networks for domain-agnostic segmentation of brain MRI
2022/10/28
Robust segmentation of brain MRI in the wild with hierarchical CNNs and no retraining
2022/9/16
Super-resolution of portable low-field MRI in real scenarios: integration with denoising and domain adaptation
2022/4/25
In vivo hypothalamic regional volumetry across the frontotemporal dementia spectrum
NeuroImage: Clinical
2022/1/1
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
2021/8/15
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