Vishwesh Nath

UNETR: Transformers for 3D Medical Image Segmentation

Ali Hatamizadeh, Yucheng Tang, Vishwesh Nath et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 2.6K citations

Structured Prediction, Geometric Learning, Medical Image Segmentation +20

Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis

Yucheng Tang, Dong Yang, Wenqi Li et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 691 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +29

MONAI: An open-source framework for deep learning in healthcare

M. Jorge Cardoso, Wenqi Li, Richard Brown et al. · arXiv (Cornell University) · 2022 · 422 citations · Full text

Artificial Intelligence, Biomedical Artificial Intelligence, Engineering +12

Limits to anatomical accuracy of diffusion tractography using modern approaches

Kurt G. Schilling, Vishwesh Nath, Colin B. Hansen et al. · NeuroImage · 2018 · 266 citations · Full text

Gross Anatomy, Diffusion Tractography, Engineering +12

Synthesized b0 for diffusion distortion correction (Synb0-DisCo)

Kurt G. Schilling, Justin A. Blaber, Yuankai Huo et al. · Magnetic Resonance Imaging · 2019 · 226 citations · Full text

Materials Engineering, Engineering, Diffusion Resistance +4