| Generative adversarial registration for improved conditional deformable templates N Dey, M Ren, AV Dalca, G Gerig ICCV 2021: Proceedings of the IEEE/CVF international conference on computer …, 2021 | 39 | 2021 |
| DSFormer: A dual-domain self-supervised transformer for accelerated multi-contrast mri reconstruction B Zhou, N Dey, J Schlemper, SSM Salehi, C Liu, JS Duncan, M Sofka WACV: Winter Conference on Applications of Computer Vision, 2023, 2022 | 38 | 2022 |
| Segmentation-renormalized deep feature modulation for unpaired image harmonization M Ren*, N Dey*, J Fishbaugh, G Gerig, (* equal contribution) IEEE Transactions on Medical Imaging 40 (6), 1519-1530, 2021 | 29 | 2021 |
| Group equivariant generative adversarial networks N Dey, A Chen, S Ghafurian ICLR 2021: International Conference on Learning Representations, 2020 | 25 | 2020 |
| Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction B Zhou, J Schlemper, N Dey, SSM Salehi, K Sheth, C Liu, JS Duncan, ... Medical Image Analysis 81, 102538, 2022 | 16 | 2022 |
| Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data A Elaldi*, N Dey*, H Kim, G Gerig, (* equal contribution) IPMI 2021: International Conference on Information Processing in Medical …, 2021 | 13 | 2021 |
| Tensor decomposition of hyperspectral images to study autofluorescence in age-related macular degeneration N Dey, S Hong, T Ach, Y Koutalos, CA Curcio, RT Smith, G Gerig Medical image analysis 56, 96-109, 2019 | 13 | 2019 |
| ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration N Dey, J Schlemper, SSM Salehi, B Zhou, G Gerig, M Sofka International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 10 | 2022 |
| Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis M Ren, N Dey, MA Styner, K Botteron, G Gerig NeurIPS 2022, 2022 | 10 | 2022 |
| Multi-modal image fusion for multispectral super-resolution in microscopy N Dey, S Li, K Bermond, R Heintzmann, CA Curcio, T Ach, G Gerig Medical Imaging 2019: Image Processing 10949, 95-101, 2019 | 10 | 2019 |
| Data Consistent Deep Rigid MRI Motion Correction NM Singh, N Dey, M Hoffmann, B Fischl, E Adalsteinsson, R Frost, ... Medical Imaging with Deep Learning, 2023 | 8 | 2023 |
| Q-space conditioned translation networks for directional synthesis of diffusion weighted images from multi-modal structural mri M Ren*, H Kim*, N Dey, G Gerig, (* equal contribution) Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 8 | 2021 |
| Point-supervised segmentation of microscopy images and volumes via objectness regularization S Li, N Dey, K Bermond, L Von Der Emde, CA Curcio, T Ach, G Gerig 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1558-1562, 2021 | 6 | 2021 |
| Self-supervised denoising via diffeomorphic template estimation: application to optical coherence tomography G Gisbert, N Dey, H Ishikawa, J Schuman, J Fishbaugh, G Gerig Ophthalmic Medical Image Analysis: 7th International Workshop, OMIA 2020 …, 2020 | 6 | 2020 |
| E (3) x SO (3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI A Elaldi, G Gerig, N Dey Medical Imaging with Deep Learning, 2023 | 4 | 2023 |
| Improved denoising of optical coherence tomography via repeated acquisitions and unsupervised deep learning G Gisbert, N Dey, H Ishikawa, J Schuman, J Fishbaugh, G Gerig Investigative Ophthalmology & Visual Science 61 (9), PB0035-PB0035, 2020 | 4 | 2020 |
| Boundary-weighted logit consistency improves calibration of segmentation networks N Karani, N Dey, P Golland MICCAI 2023, 2023 | 3 | 2023 |
| Robust non-negative tensor factorization, diffeomorphic motion correction, and functional statistics to understand fixation in fluorescence microscopy N Dey, J Messinger, RT Smith, CA Curcio, G Gerig International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 3 | 2019 |
| Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series Z Chi*, Z Cong*, CJ Wang, Y Liu, EA Turk, PE Grant, SM Abulnaga, ... Medical Imaging meets NeurIPS workshop, 2023 | 2 | 2023 |
| AnyStar: Domain randomized universal star-convex 3D instance segmentation N Dey, SM Abulnaga, B Billot, EA Turk, PE Grant, AV Dalca, P Golland WACV 2024: Winter Conference on Applications of Computer Vision, 2023 | 2 | 2023 |
Guido GerigNYU Tandon School of Engineering, CSE DepartmentVerified email at nyu.edu
