Publications by authors named "Vishwesh Nath"

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End-to-end Spatiotemporal Analysis of Color Doppler Echocardiograms: Application for Rheumatic Heart Disease Detection.
Pooneh Roshanitabrizi, Vishwesh Nath, Kelsey Brown, Taylor Gloria Broudy, Zhifan Jiang

IEEE Trans Med Imaging· September 2025

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mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis.
Quan Liu, Ruining Deng, Can Cui, Tianyuan Yao, Yuechen Yang, Vishwesh Nath

IS&T Int Symp Electron Imaging· January 2025

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MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRI.
Nancy R Newlin, Kurt Schilling, Serge Koudoro, Bramsh Qamar Chandio, Praitayini Kanakaraj, Vishwesh Nath

ArXiv· November 2024

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Tractography from T1-weighted MRI: Empirically exploring the clinical viability of streamline propagation without diffusion MRI.
Leon Y Cai, Ho Hin Lee, Graham W Johnson, Nancy R Newlin, Karthik Ramadass, Vishwesh Nath

Imaging Neurosci (Camb)· August 2024

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MONAI Label: A framework for AI-assisted interactive labeling of 3D medical images.
Andres Diaz-Pinto, Sachidanand Alle, Vishwesh Nath, Yucheng Tang, Alvin Ihsani

Med Image Anal· July 2024

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A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-Weighted MRI.
Tianyuan Yao, Nancy Newlin, Praitayini Kanakaraj, Vishwesh Nath, Leon Y Cai

Comput Diffus MRI· February 2024

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Robust fiber orientation distribution function estimation using deep constrained spherical deconvolution for diffusion-weighted magnetic resonance imaging.
Tianyuan Yao, Francois Rheault, Leon Y Cai, Vishwesh Nath, Zuhayr Asad

J Med Imaging (Bellingham)· January 2024

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Deep Constrained Spherical Deconvolution for Robust Harmonization.
Tianyuan Yao, Francois Rheault, Leon Y Cai, Vishwesh Nath, Zuhayr Asad

Proc SPIE Int Soc Opt Eng· February 2023

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VRfRNet: Volumetric ROI fODF reconstruction network for estimation of multi-tissue constrained spherical deconvolution with only single shell dMRI.
Ranjeet Ranjan Jha, Sudhir K Pathak, Vishwesh Nath, Walter Schneider, B V Rathish Kumar

Magn Reson Imaging· July 2022

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MASiVar: Multisite, multiscanner, and multisubject acquisitions for studying variability in diffusion weighted MRI.
Leon Y Cai, Qi Yang, Praitayini Kanakaraj, Vishwesh Nath, Allen T Newton

Magn Reson Med· December 2021

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Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
Kurt G Schilling, François Rheault, Laurent Petit, Colin B Hansen, Vishwesh Nath, Jonathan Rafael-Patino

Neuroimage· November 2021

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Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation.
Vishwesh Nath, Dong Yang, Bennett A Landman, Daguang Xu, Holger R Roth

IEEE Trans Med Imaging· October 2021

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On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge.
Alberto De Luca, Andrada Ianus, Alexander Leemans, Marco Palombo, Noam Shemesh, Vishwesh Nath

Neuroimage· October 2021

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PreQual: An automated pipeline for integrated preprocessing and quality assurance of diffusion weighted MRI images.
Leon Y Cai, Qi Yang, Colin B Hansen, Vishwesh Nath, Karthik Ramadass

Magn Reson Med· July 2021

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Body Part Regression With Self-Supervision.
Yucheng Tang, Riqiang Gao, Shizhong Han, Yunqiang Chen, Dashan Gao, Vishwesh Nath

IEEE Trans Med Imaging· May 2021

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High-resolution 3D abdominal segmentation with random patch network fusion.
Yucheng Tang, Riqiang Gao, Ho Hin Lee, Shizhong Han, Yunqiang Chen, Vishwesh Nath

Med Image Anal· April 2021

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Empirical field mapping for gradient nonlinearity correction of multi-site diffusion weighted MRI.
Colin B Hansen, Baxter P Rogers, Kurt G Schilling, Vishwesh Nath, Justin A Blaber

Magn Reson Imaging· February 2021

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Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results.
Lipeng Ning, Elisenda Bonet-Carne, Francesco Grussu, Farshid Sepehrband, Enrico Kaden, Vishwesh Nath

Neuroimage· November 2020

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Semi-supervised Machine Learning with MixMatch and Equivalence Classes.
Colin B Hansen, Vishwesh Nath, Riqiang Gao, Camilo Bermudez, Yuankai Huo

Lect Notes Monogr Ser· October 2020

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Deep Learning Estimation of Multi-Tissue Constrained Spherical Deconvolution with Limited Single Shell DW-MRI.
Vishwesh Nath, Sudhir K Pathak, Kurt G Schilling, Walt Schneider, Bennett A Landman

Proc SPIE Int Soc Opt Eng· February 2020

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Cortical Surface Parcellation using Spherical Convolutional Neural Networks.
Prasanna Parvathaneni, Shunxing Bao, Vishwesh Nath, Neil D Woodward, Daniel O Claassen

Med Image Comput Comput Assist Interv· October 2019

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LEARNING 3D WHITE MATTER MICROSTRUCTURE FROM 2D HISTOLOGY.
Vishwesh Nath, Kurt G Schilling, Samuel Remedios, Roza G Bayrak, Yurui Gao

Proc IEEE Int Symp Biomed Imaging· April 2019

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Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury.
Samuel Remedios, Snehashis Roy, Justin Blaber, Camilo Bermudez, Vishwesh Nath

Proc SPIE Int Soc Opt Eng· March 2019

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Coronary Calcium Detection using 3D Attention Identical Dual Deep Network Based on Weakly Supervised Learning.
Yuankai Huo, James G Terry, Jiachen Wang, Vishwesh Nath, Camilo Bermudez

Proc SPIE Int Soc Opt Eng· February 2019

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Harmonizing 1.5T/3T Diffusion Weighted MRI through Development of Deep Learning Stabilized Microarchitecture Estimators.
Vishwesh Nath, Samuel Remedios, Prasanna Parvathaneni, Colin B Hansen, Roza G Bayrak

Proc SPIE Int Soc Opt Eng· February 2019

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