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Vishwesh Nath
Vishwesh Nath
Dirección de correo verificada de nvidia.com
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Unetr: Transformers for 3d medical image segmentation
A Hatamizadeh, Y Tang, V Nath, D Yang, A Myronenko, B Landman, ...
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2022
19302022
Swin unetr: Swin transformers for semantic segmentation of brain tumors in mri images
A Hatamizadeh, V Nath, Y Tang, D Yang, HR Roth, D Xu
International MICCAI brainlesion workshop, 272-284, 2021
10452021
Self-supervised pre-training of swin transformers for 3d medical image analysis
Y Tang, D Yang, W Li, HR Roth, B Landman, D Xu, V Nath, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
6242022
Monai: An open-source framework for deep learning in healthcare
MJ Cardoso, W Li, R Brown, N Ma, E Kerfoot, Y Wang, B Murrey, ...
arXiv preprint arXiv:2211.02701, 2022
4482022
Limits to anatomical accuracy of diffusion tractography using modern approaches
KG Schilling, V Nath, C Hansen, P Parvathaneni, J Blaber, Y Gao, ...
Neuroimage 185, 1-11, 2019
2462019
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
KG Schilling, F Rheault, L Petit, CB Hansen, V Nath, FC Yeh, G Girard, ...
Neuroimage 243, 118502, 2021
1462021
Synthesized b0 for diffusion distortion correction (Synb0-DisCo)
KG Schilling, J Blaber, Y Huo, A Newton, C Hansen, V Nath, AT Shafer, ...
Magnetic resonance imaging 64, 62-70, 2019
1442019
Challenges in diffusion MRI tractography–Lessons learned from international benchmark competitions
KG Schilling, A Daducci, K Maier-Hein, C Poupon, JC Houde, V Nath, ...
Magnetic resonance imaging 57, 194-209, 2019
1292019
Proceedings of the IEEE/CVF winter conference on applications of computer vision
A Hatamizadeh, Y Tang, V Nath, D Yang, A Myronenko, B Landman
IEEE, 2022
1132022
PreQual: An automated pipeline for integrated preprocessing and quality assurance of diffusion weighted MRI images
LY Cai, Q Yang, CB Hansen, V Nath, K Ramadass, GW Johnson, ...
Magnetic resonance in medicine 86 (1), 456-470, 2021
882021
Diminishing uncertainty within the training pool: Active learning for medical image segmentation
V Nath, D Yang, BA Landman, D Xu, HR Roth
IEEE Transactions on Medical Imaging 40 (10), 2534-2547, 2020
782020
A fiber coherence index for quality control of B-table orientation in diffusion MRI scans
KG Schilling, FC Yeh, V Nath, C Hansen, O Williams, S Resnick, ...
Magnetic resonance imaging 58, 82-89, 2019
772019
Monai label: A framework for ai-assisted interactive labeling of 3d medical images
A Diaz-Pinto, S Alle, V Nath, Y Tang, A Ihsani, M Asad, F Pérez-García, ...
Medical Image Analysis 95, 103207, 2024
722024
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results
L Ning, E Bonet-Carne, F Grussu, F Sepehrband, E Kaden, J Veraart, ...
Neuroimage 221, 117128, 2020
702020
High-resolution 3D abdominal segmentation with random patch network fusion
Y Tang, R Gao, HH Lee, S Han, Y Chen, D Gao, V Nath, C Bermudez, ...
Medical image analysis 69, 101894, 2021
602021
Tractography reproducibility challenge with empirical data (TraCED): the 2017 ISMRM diffusion study group challenge
V Nath, KG Schilling, P Parvathaneni, Y Huo, JA Blaber, AE Hainline, ...
Journal of Magnetic Resonance Imaging 51 (1), 234-249, 2020
502020
Deep learning reveals untapped information for local white-matter fiber reconstruction in diffusion-weighted MRI
V Nath, KG Schilling, P Parvathaneni, CB Hansen, AE Hainline, Y Huo, ...
Magnetic resonance imaging 62, 220-227, 2019
452019
Fair federated medical image segmentation via client contribution estimation
M Jiang, HR Roth, W Li, D Yang, C Zhao, V Nath, D Xu, Q Dou, Z Xu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
422023
Swinunetr-v2: Stronger swin transformers with stagewise convolutions for 3d medical image segmentation
Y He, V Nath, D Yang, Y Tang, A Myronenko, D Xu
International Conference on Medical Image Computing and Computer-Assisted …, 2023
402023
Inter-scanner harmonization of high angular resolution DW-MRI using null space deep learning
V Nath, P Parvathaneni, CB Hansen, AE Hainline, C Bermudez, ...
Computational Diffusion MRI: International MICCAI Workshop, Granada, Spain …, 2019
362019
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