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ORCIDNeel Dey
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2020 – today
- 2024
[c19]Vivek Gopalakrishnan, Neel Dey, Polina Golland:
Intraoperative 2D/3D Image Registration via Differentiable X-Ray Rendering. CVPR 2024: 11662-11672- [c18]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:
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound. MLMI@MICCAI (1) 2024: 300-309 - [c17]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: 7578-7588 - [i21]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:
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound. CoRR abs/2408.04826 (2024) - 2023
- [c16]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: 332-343 - [c15]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:
Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative Study. AMAI@MICCAI 2023: 165-175 - [c14]Neerav Karani, Neel Dey, Polina Golland:
Boundary-Weighted Logit Consistency Improves Calibration of Segmentation Networks. MICCAI (3) 2023: 367-377 - [c13]Axel Elaldi, Guido Gerig, Neel Dey:
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI. MIDL 2023: 301-319 - [c12]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: 368-381 - [c11]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: 4955-4964 - [i20]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 abs/2301.10365 (2023) - [i19]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 abs/2302.09244 (2023) - [i18]Axel Elaldi, Guido Gerig, Neel Dey:
E(3) × SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI. CoRR abs/2304.06103 (2023) - [i17]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 abs/2307.07044 (2023) - [i16]Neerav Karani, Neel Dey, Polina Golland:
Boundary-weighted logit consistency improves calibration of segmentation networks. CoRR abs/2307.08163 (2023) - [i15]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 abs/2310.03870 (2023) - [i14]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 abs/2311.02874 (2023) - [i13]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 abs/2312.05148 (2023) - [i12]Vivek Gopalakrishnan, Neel Dey, Polina Golland:
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering. CoRR abs/2312.06358 (2023) - [i11]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 abs/2312.13534 (2023) - 2022
- [j3]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: 102538 (2022) - [c10]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: 66-77 - [c9]Mengwei Ren, Neel Dey, Martin Styner, Kelly N. Botteron, Guido Gerig:
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. NeurIPS 2022 - [i10]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 abs/2201.10776 (2022) - [i9]Mengwei Ren, Neel Dey, Martin A. Styner, Kelly N. Botteron, Guido Gerig:
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. CoRR abs/2206.04281 (2022) - [i8]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 abs/2206.13434 (2022) - 2021
- [j2]Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig:
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. IEEE Trans. Medical Imaging 40(6): 1519-1530 (2021) - [c8]Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig:
Generative Adversarial Registration for Improved Conditional Deformable Templates. ICCV 2021: 3909-3921 - [c7]Neel Dey, Antong Chen, Soheil Ghafurian:
Group Equivariant Generative Adversarial Networks. ICLR 2021 - [c6]Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig:
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. IPMI 2021: 267-278 - [c5]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: 1558-1562 - [c4]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: 530-540 - [i7]Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig:
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. CoRR abs/2102.06315 (2021) - [i6]Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig:
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. CoRR abs/2102.09462 (2021) - [i5]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 abs/2103.05617 (2021) - [i4]Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig:
Generative Adversarial Registration for Improved Conditional Deformable Templates. CoRR abs/2105.04349 (2021) - [i3]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 abs/2106.13188 (2021) - 2020
- [c3]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: 72-82 - [i2]Neel Dey, Antong Chen, Soheil Ghafurian:
Group Equivariant Generative Adversarial Networks. CoRR abs/2005.01683 (2020) - [i1]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 abs/2008.08024 (2020)
2010 – 2019
- 2019
- [j1]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: 96-109 (2019) - [c2]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: 658-666 - [c1]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: 109490D
Coauthor Index
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last updated on 2024-11-04 21:41 CET by the dblp team
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