Neel Dey

According to our database, Neel Dey authored at least 28 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI.

Benjamin Billot, Neel Dey, Daniel Moyer, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland

IEEE Trans. Medical Imaging, November, 2024

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

Neel Dey, S. Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, Patricia Ellen Grant, Adrian V. Dalca, Polina Golland

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound.

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

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

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

Vivek Gopalakrishnan, Neel Dey, Polina Golland

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

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

Benjamin Billot, Daniel Moyer, Neel Dey, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland

CoRR, 2023

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

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

CoRR, 2023

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

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

CoRR, 2023

Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series.

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

CoRR, 2023

E(3) × SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI.

Axel Elaldi, Guido Gerig, Neel Dey

CoRR, 2023

DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.

Bo Zhou, Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Data Consistent Deep Rigid MRI Motion Correction.

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

Proceedings of the Medical Imaging with Deep Learning, 2023

E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI.

Axel Elaldi, Guido Gerig, Neel Dey

Proceedings of the Medical Imaging with Deep Learning, 2023

Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative Study.

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

Proceedings of the Applications of Medical Artificial Intelligence, 2023

Boundary-Weighted Logit Consistency Improves Calibration of Segmentation Networks.

Neerav Karani, Neel Dey, Polina Golland

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Learning Probabilistic Piecewise Rigid Atlases of Model Organisms via Generative Deep Networks.

Amin Nejatbakhsh, Neel Dey, Vivek Venkatachalam, Eviatar Yemini, Liam Paninski, Erdem Varol

Proceedings of the Information Processing in Medical Imaging, 2023

2022

Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction.

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

Medical Image Anal., 2022

Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis.

Mengwei Ren, Neel Dey, Martin Styner, Kelly N. Botteron, Guido Gerig

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.

Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization.

Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig

IEEE Trans. Medical Imaging, 2021

Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI.

Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Point-Supervised Segmentation Of Microscopy Images And Volumes Via Objectness Regularization.

Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data.

Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig

Proceedings of the Information Processing in Medical Imaging, 2021

Group Equivariant Generative Adversarial Networks.

Neel Dey, Antong Chen, Soheil Ghafurian

Proceedings of the 9th International Conference on Learning Representations, 2021

Generative Adversarial Registration for Improved Conditional Deformable Templates.

Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography.

Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig

Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020

2019

Tensor decomposition of hyperspectral images to study autofluorescence in age-related macular degeneration.

Neel Dey, Sungmin Hong, Thomas Ach, Yiannis Koutalos, Christine A. Curcio, R. Theodore Smith, Guido Gerig

Medical Image Anal., 2019

Multi-modal image fusion for multispectral super-resolution in microscopy.

Neel Dey, Shijie Li, Katharina Bermond, Rainer Heintzmann, Christine A. Curcio, Thomas Ach, Guido Gerig

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction, and Functional Statistics to Understand Fixation in Fluorescence Microscopy.

Neel Dey, Jeffrey Messinger, R. Theodore Smith, Christine A. Curcio, Guido Gerig

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019