Neel Dey

58 papers A* 7A 2B 1Journal 34Unranked 14
YearRankTypeTitle / Venue / Authors
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 A* conf
MultiMorph: On-demand Atlas Construction.
CVPR
S. Mazdak Abulnaga, Andrew Hoopes, Neel Dey, Malte Hoffmann, Bruce Fischl, John V. Guttag, Adrian V. Dalca
2025 J jnl
MultiMorph: On-demand Atlas Construction.
CoRR
S. Mazdak Abulnaga, Andrew Hoopes, Neel Dey, Malte Hoffmann, Marianne Rakic, Bruce Fischl, John V. Guttag, Adrian V. Dalca
2025 J jnl
PolyPose: Localizing Deformable Anatomy in 3D from Sparse 2D X-ray Images using Polyrigid Transforms.
CoRR
Vivek Gopalakrishnan, Neel Dey, Polina Golland
2025 J jnl
Rapid patient-specific neural networks for intraoperative X-ray to volume registration.
CoRR
Vivek Gopalakrishnan, Neel Dey, David Dimitris Chlorogiannis, Andrew Abumoussa, Anna M. Larson, Darren Orbach, Sarah F. Frisken, Polina Golland
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 J jnl
Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transport.
CoRR
Jingru Fu, Yuqi Zheng, Neel Dey, Daniel Ferreira, Rodrigo Moreno
2025 J jnl
Synthesizing individualized aging brains in health and disease with generative models and parallel transport.
Medical Image Anal.
Jingru Fu, Yuqi Zheng, Neel Dey, Daniel Ferreira, Rodrigo Moreno
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
Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT Reconstruction.
CoRR
Mohammadhossein Momeni, Vivek Gopalakrishnan, Neel Dey, Polina Golland, Sarah F. Frisken
2024 A* conf
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution.
NeurIPS
Axel Elaldi, Guido Gerig, Neel Dey
2024 J jnl
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution.
CoRR
Axel Elaldi, Guido Gerig, Neel Dey
2024 — conf
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound.
MLMI@MICCAI (1)
Yiming Chen, Niharika Shimona D'Souza, Akshith Mandepally, Patrick Henninger, Satyananda Kashyap, Neerav Karani, Neel Dey, Marcos Zachary, Raed Rizq, Paul Chouinard, Polina Golland, Tanveer F. Syeda-Mahmood
2024 J jnl
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound.
CoRR
Yiming Chen, Niharika Shimona D'Souza, Akshith Mandepally, Patrick Henninger, Satyananda Kashyap, Neerav Karani, Neel Dey, Marcos Zachary, Raed Rizq, Paul Chouinard, Polina Golland, Tanveer F. Syeda-Mahmood
2024 A* conf
Intraoperative 2D/3D Image Registration via Differentiable X-Ray Rendering.
CVPR
Vivek Gopalakrishnan, Neel Dey, 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 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
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
Boundary-Weighted Logit Consistency Improves Calibration of Segmentation Networks.
MICCAI (3)
Neerav Karani, Neel Dey, Polina Golland
2023 J jnl
Boundary-weighted logit consistency improves calibration of segmentation networks.
CoRR
Neerav Karani, Neel Dey, Polina Golland
2023 J jnl
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series.
CoRR
Yingcheng Liu, Neerav Karani, Neel Dey, S. Mazdak Abulnaga, Junshen Xu, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland
2023 A conf
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.
WACV
Bo Zhou, Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
2023 — conf
Data Consistent Deep Rigid MRI Motion Correction.
MIDL
Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland
2023 J jnl
Data Consistent Deep Rigid MRI Motion Correction.
CoRR
Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland
2023 J jnl
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction.
CoRR
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
2023 J jnl
Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series.
CoRR
Zeen Chi, Zhongxiao Cong, Clinton J. Wang, Yingcheng Liu, Esra Abaci Turk, Patricia Ellen Grant, S. Mazdak Abulnaga, Polina Golland, Neel Dey
2023 — conf
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI.
MIDL
Axel Elaldi, Guido Gerig, Neel Dey
2023 J jnl
E(3) × SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI.
CoRR
Axel Elaldi, Guido Gerig, Neel Dey
2023 — conf
Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative Study.
AMAI@MICCAI
Satyananda Kashyap, Neerav Karani, Alexander Shang, Niharika Shimona D'Souza, Neel Dey, Lay Jain, Ray Wang, Hatice Akakin, Qian Li, Wenguang Li, Corydon Carlson, Polina Golland, Tanveer F. Syeda-Mahmood
2023 J jnl
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering.
CoRR
Vivek Gopalakrishnan, Neel Dey, Polina Golland
2023 — conf
Learning Probabilistic Piecewise Rigid Atlases of Model Organisms via Generative Deep Networks.
IPMI
Amin Nejatbakhsh, Neel Dey, Vivek Venkatachalam, Eviatar Yemini, Liam Paninski, Erdem Varol
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
Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series.
CoRR
S. Mazdak Abulnaga, Neel Dey, Sean I. Young, Eileen Pan, Katherine I. Hobgood, Clinton J. Wang, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland
2022 — conf
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
MICCAI (6)
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
2022 J jnl
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
CoRR
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
2022 J jnl
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.
CoRR
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
2022 J jnl
Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction.
Medical Image Anal.
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
2022 A* conf
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis.
NeurIPS
Mengwei Ren, Neel Dey, Martin Styner, Kelly N. Botteron, Guido Gerig
2022 J jnl
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis.
CoRR
Mengwei Ren, Neel Dey, Martin A. Styner, Kelly N. Botteron, Guido Gerig
2021 — conf
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data.
IPMI
Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig
2021 J jnl
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data.
CoRR
Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig
2021 A* conf
Generative Adversarial Registration for Improved Conditional Deformable Templates.
ICCV
Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig
2021 J jnl
Generative Adversarial Registration for Improved Conditional Deformable Templates.
CoRR
Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig
2021 A* conf
Group Equivariant Generative Adversarial Networks.
ICLR
Neel Dey, Antong Chen, Soheil Ghafurian
2021 — conf
Point-Supervised Segmentation Of Microscopy Images And Volumes Via Objectness Regularization.
ISBI
Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig
2021 J jnl
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization.
CoRR
Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig
2021 — conf
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI.
MICCAI (7)
Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig
2021 J jnl
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI.
CoRR
Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig
2021 J jnl
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization.
CoRR
Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig
2021 J jnl
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization.
IEEE Trans. Medical Imaging
Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig
2020 J jnl
Group Equivariant Generative Adversarial Networks.
CoRR
Neel Dey, Antong Chen, Soheil Ghafurian
2020 — conf
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography.
OMIA@MICCAI
Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig
2020 J jnl
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography.
CoRR
Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig
2019 B conf
Multi-modal image fusion for multispectral super-resolution in microscopy.
Image Processing
Neel Dey, Shijie Li, Katharina Bermond, Rainer Heintzmann, Christine A. Curcio, Thomas Ach, Guido Gerig
2019 — conf
Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction, and Functional Statistics to Understand Fixation in Fluorescence Microscopy.
MICCAI (1)
Neel Dey, Jeffrey Messinger, R. Theodore Smith, Christine A. Curcio, Guido Gerig
2019 J jnl
Tensor decomposition of hyperspectral images to study autofluorescence in age-related macular degeneration.
Medical Image Anal.
Neel Dey, Sungmin Hong, Thomas Ach, Yiannis Koutalos, Christine A. Curcio, R. Theodore Smith, Guido Gerig