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Neel Dey

SE(3)-Equivariant and Noise-Invariant 3D Motion Tracking in Medical Images

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Dec 21, 2023
Benjamin Billot, Daniel Moyer, Neel Dey, Malte Hoffmann, Esra Abaci Turk, Borjan Gagoski, Ellen Grant, Polina Golland

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Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering

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Dec 11, 2023
Vivek Gopalakrishnan, Neel Dey, Polina Golland

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Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series

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Dec 08, 2023
S. Mazdak Abulnaga, Neel Dey, Sean I. Young, Eileen Pan, Katherine I. Hobgood, Clinton J. Wang, P. Ellen Grant, Esra Abaci Turk, Polina Golland

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Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series

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Nov 06, 2023
Zeen Chi, Zhongxiao Cong, Clinton J. Wang, Yingcheng Liu, Esra Abaci Turk, P. Ellen Grant, S. Mazdak Abulnaga, Polina Golland, Neel Dey

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Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series

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Oct 16, 2023
Yingcheng Liu, Neerav Karani, Neel Dey, S. Mazdak Abulnaga, Junshen Xu, P. Ellen Grant, Esra Abaci Turk, Polina Golland

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Boundary-weighted logit consistency improves calibration of segmentation networks

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Jul 16, 2023
Neerav Karani, Neel Dey, Polina Golland

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AnyStar: Domain randomized universal star-convex 3D instance segmentation

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Jul 13, 2023
Neel Dey, S. Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, P. Ellen Grant, Adrian V. Dalca, Polina Golland

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$E(3) \times SO(3)$-Equivariant Networks for Spherical Deconvolution in Diffusion MRI

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Apr 12, 2023
Axel Elaldi, Guido Gerig, Neel Dey

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Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction

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Feb 18, 2023
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin Sheth, Chi Liu, James S. Duncan, Michal Sofka

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Data Consistent Deep Rigid MRI Motion Correction

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Jan 25, 2023
Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland

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