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Neel Dey

Rapid patient-specific neural networks for intraoperative X-ray to volume registration

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Mar 20, 2025
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Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transport

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Feb 28, 2025
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Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT Reconstruction

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Dec 02, 2024
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Equivariant spatio-hemispherical networks for diffusion MRI deconvolution

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Nov 18, 2024
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Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis

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Nov 04, 2024
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Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound

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Aug 09, 2024
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SE-Equivariant and Noise-Invariant 3D Motion Tracking in Medical Images

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Dec 21, 2023
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Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering

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Dec 11, 2023
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Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series

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Dec 08, 2023
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Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series

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Nov 06, 2023
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