Vishwesh Nath

Researcher, Healthcare, NVIDIA

Joined

February 2021

Names

Vishwesh Nath (Preferred)

Emails

****@gmail.com (Confirmed)

****@nvidia.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Healthcare, NVIDIA (nvidia.com)

2020 – Present

PhD student

Computer Science, Vanderbilt University (vanderbilt.edu)

2015 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Bennett Landman

2016 – 2020

Expertise

Deep Learning

Present

Medical Imaging

Present

Computer Vision

Present

Segmentation

Present

Self-Supervised Learning

Present

Active Learning

Present

Semi-Supervised Learning

Present

Publications

Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
Jeya Maria Jose Valanarasu, Yucheng Tang, Dong Yang, Ziyue Xu, Can Zhao, Wenqi Li, Vishal M. Patel, Bennett Allan Landman, Daguang Xu, Yufan He, Vishwesh Nath
- MIDL 2024 Oral
- Readers: Everyone
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
Yucheng Tang, Dong Yang, Wenqi Li, Holger R. Roth, Bennett A. Landman, Daguang Xu, Vishwesh Nath, Ali Hatamizadeh
- 2022 (modified: 12 Nov 2022)
- CVPR 2022
- Readers: Everyone
UNETR: Transformers for 3D Medical Image Segmentation
Ali Hatamizadeh, Yucheng Tang, Vishwesh Nath, Dong Yang, Andriy Myronenko, Bennett A. Landman, Holger R. Roth, Daguang Xu
- 2022 (modified: 12 Nov 2022)
- WACV 2022
- Readers: Everyone
Warm Start Active Learning with Proxy Labels and Selection via Semi-supervised Fine-Tuning
Vishwesh Nath, Dong Yang, Holger R. Roth, Daguang Xu
- 2022 (modified: 12 Nov 2022)
- MICCAI (8) 2022
- Readers: Everyone
Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation
Vishwesh Nath, Dong Yang, Bennett A. Landman, Daguang Xu, Holger R. Roth
- 2021 (modified: 12 Nov 2022)
- IEEE Trans. Medical Imaging 2021
- Readers: Everyone
The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image Segmentation
Vishwesh Nath, Dong Yang, Ali Hatamizadeh, Anas A. Abidin, Andriy Myronenko, Holger R. Roth, Daguang Xu
- 2021 (modified: 12 Nov 2022)
- MICCAI (3) 2021
- Readers: Everyone
High-resolution 3D abdominal segmentation with random patch network fusion
Yucheng Tang, Riqiang Gao, Ho Hin Lee, Shizhong Han, Yunqiang Chen, Dashan Gao, Vishwesh Nath, Camilo Bermudez, Michael R. Savona, Richard G. Abramson, Shunxing Bao, Ilwoo Lyu, Yuankai Huo, Bennett A. Landman
- 2021 (modified: 12 Nov 2022)
- Medical Image Anal. 2021
- Readers: Everyone
Semi-supervised Machine Learning with MixMatch and Equivalence Classes
Colin B. Hansen, Vishwesh Nath, Riqiang Gao, Camilo Bermudez, Yuankai Huo, Kim L. Sandler, Pierre P. Massion, Jeffrey D. Blume, Thomas A. Lasko, Bennett A. Landman
- 2020 (modified: 12 Nov 2022)
- iMIMIC/MIL3ID/LABELS@MICCAI 2020
- Readers: Everyone

Co-Authors

View all 30 co-authors