Neel Dey

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 40

Top Topics

Motion Correction

Diffusion Weighted Images

Tensor Factorization

Top Venues

Medical Image Anal.

Publications

Neel Dey, S. Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, Patricia Ellen Grant, Adrian V. Dalca, Polina Golland
AnyStar: Domain randomized universal star-convex 3D instance segmentation. WACV (2024)
S. Mazdak Abulnaga, Neel Dey, Sean I. Young, Eileen Pan, Katherine I. Hobgood, Clinton J. Wang, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland
Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series. CoRR (2023)
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 Syeda-Mahmood
Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative Study. AMAI@MICCAI (2023)
Yingcheng Liu, Neerav Karani, Neel Dey, S. Mazdak Abulnaga, Junshen Xu, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series. CoRR (2023)
Neerav Karani, Neel Dey, Polina Golland
Boundary-weighted logit consistency improves calibration of segmentation networks. CoRR (2023)
Axel Elaldi, Guido Gerig, Neel Dey
E(3) × SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI. CoRR (2023)
Zeen Chi, Zhongxiao Cong, Clinton J. Wang, Yingcheng Liu, Esra Abaci Turk, Patricia Ellen Grant, S. Mazdak Abulnaga, Polina Golland, Neel Dey
Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series. CoRR (2023)
Vivek Gopalakrishnan, Neel Dey, Polina Golland
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering. CoRR (2023)
Neel Dey, S. Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, Patricia Ellen Grant, Adrian V. Dalca, Polina Golland
AnyStar: Domain randomized universal star-convex 3D instance segmentation. CoRR (2023)
Amin Nejatbakhsh, Neel Dey, Vivek Venkatachalam, Eviatar Yemini, Liam Paninski, Erdem Varol
Learning Probabilistic Piecewise Rigid Atlases of Model Organisms via Generative Deep Networks. IPMI (2023)
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction. CoRR (2023)
Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland
Data Consistent Deep Rigid MRI Motion Correction. CoRR (2023)
Bo Zhou, Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction. WACV (2023)
Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland
Data Consistent Deep Rigid MRI Motion Correction. MIDL (2023)
Axel Elaldi, Guido Gerig, Neel Dey
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI. MIDL (2023)
Benjamin Billot, Daniel Moyer, Neel Dey, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland
SE(3)-Equivariant and Noise-Invariant 3D Motion Tracking in Medical Images. CoRR (2023)
Neerav Karani, Neel Dey, Polina Golland
Boundary-Weighted Logit Consistency Improves Calibration of Segmentation Networks. MICCAI (3) (2023)
Mengwei Ren, Neel Dey, Martin Styner, Kelly N. Botteron, Guido Gerig
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. NeurIPS (2022)
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration. MICCAI (6) (2022)
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction. CoRR (2022)
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction. Medical Image Anal. 81 (2022)
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration. CoRR (2022)
Mengwei Ren, Neel Dey, Martin A. Styner, Kelly N. Botteron, Guido Gerig
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. CoRR (2022)
Neel Dey, Antong Chen, Soheil Ghafurian
Group Equivariant Generative Adversarial Networks. ICLR (2021)
Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization. CoRR (2021)
Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. CoRR (2021)
Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. CoRR (2021)
Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. MICCAI (7) (2021)
Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig
Point-Supervised Segmentation Of Microscopy Images And Volumes Via Objectness Regularization. ISBI (2021)
Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. IEEE Trans. Medical Imaging 40 (6) (2021)
Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig
Generative Adversarial Registration for Improved Conditional Deformable Templates. ICCV (2021)
Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig
Generative Adversarial Registration for Improved Conditional Deformable Templates. CoRR (2021)
Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. CoRR (2021)
Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. IPMI (2021)
Neel Dey, Antong Chen, Soheil Ghafurian
Group Equivariant Generative Adversarial Networks. CoRR (2020)
Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography. OMIA@MICCAI (2020)
Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography. CoRR (2020)
Neel Dey, Jeffrey Messinger, R. Theodore Smith, Christine A. Curcio, Guido Gerig
Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction, and Functional Statistics to Understand Fixation in Fluorescence Microscopy. MICCAI (1) (2019)
Neel Dey, Sungmin Hong, Thomas Ach, Yiannis Koutalos, Christine A. Curcio, R. Theodore Smith, Guido Gerig
Tensor decomposition of hyperspectral images to study autofluorescence in age-related macular degeneration. Medical Image Anal. 56 (2019)
Neel Dey, Shijie Li, Katharina Bermond, Rainer Heintzmann, Christine A. Curcio, Thomas Ach, Guido Gerig
Multi-modal image fusion for multispectral super-resolution in microscopy. Medical Imaging: Image Processing (2019)