Vishwesh Nath
Vanderbilt University
H-index: 21
North America-United States
Top articles of Vishwesh Nath
Robust fiber orientation distribution function estimation using deep constrained spherical deconvolution for diffusion-weighted magnetic resonance imaging
Journal of Medical Imaging
2024/1/1
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction
2024
Correction to: COLosSAL: A Benchmark for Cold-Start Active Learning for 3D Medical Image Segmentation
2023/10/8
Swinunetr-v2: Stronger swin transformers with stagewise convolutions for 3d medical image segmentation
2023/10/1
DAST: Differentiable Architecture Search with Transformer for 3D Medical Image Segmentation
2023/10/1
COLosSAL: A Benchmark for Cold-Start Active Learning for 3D Medical Image Segmentation
2023/10/1
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
arXiv preprint arXiv:2307.16896
2023/7/31
Yucheng Tang
H-Index: 5
Dong Yang
H-Index: 11
Wenqi Li
H-Index: 8
Yufan He
H-Index: 15
Vishwesh Nath
H-Index: 8
Deep constrained spherical deconvolution for robust harmonization
2023/4/3
Volumetric image annotation using one or more neural networks
2023/2/2
Fair federated medical image segmentation via client contribution estimation
2023
Communication-efficient vertical federated learning with limited overlapping samples
Algorithms
2022/8/4
A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-Weighted MRI
2023/10/8
Monai: An open-source framework for deep learning in healthcare
arXiv preprint arXiv:2211.02701
2022/11/4
Wenqi Li
H-Index: 8
Richard Brown
H-Index: 14
Eric Kerfoot
H-Index: 8
Dong Yang
H-Index: 11
Vishwesh Nath
H-Index: 8
Yufan He
H-Index: 15
Wentao Zhu
H-Index: 20
Yun Liu
H-Index: 36
Yucheng Tang
H-Index: 5
Marc Modat
H-Index: 42
Tom Vercauteren
H-Index: 34
Guotai Wang
H-Index: 16
Yiwen Li
H-Index: 0
Hans Johnson
H-Index: 39
Andres Diaz-Pinto
H-Index: 4
Michael Baumgartner
H-Index: 21
Jayashree Kalpathy-Cramer
H-Index: 37
Haris Shuaib
H-Index: 4
Keyvan Farahani
H-Index: 21
Sebastien Ourselin
H-Index: 74
Andrew Feng
H-Index: 11
DeepEdit: deep editable learning for interactive segmentation of 3D medical images
2022/9/16
Warm start active learning with proxy labels and selection via semi-supervised fine-tuning
2022/9/16
Vishwesh Nath
H-Index: 8
Dong Yang
H-Index: 11
VRfRNet: Volumetric ROI fODF reconstruction network for estimation of multi-tissue constrained spherical deconvolution with only single shell dMRI
Magnetic Resonance Imaging
2022/7/1
Effective hyperparameter optimization with proxy data for multi-organ segmentation
2022/4/4
Monai label: A framework for ai-assisted interactive labeling of 3d medical images
arXiv preprint arXiv:2203.12362
2022/3/23
Hypersegnas: Bridging one-shot neural architecture search with 3d medical image segmentation using hypernet
2022
Self-supervised pre-training of swin transformers for 3d medical image analysis
2022
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