Joshua V. Stough

Publications

771

Citations

H-Index

2004

Active since

Affiliations

University of North Carolina at Chapel Hill(Current)

Bucknell University

Johns Hopkins University

Geisinger Health System

Geisinger Neuroscience Institute

Joshua V. Stough is an author at University of North Carolina at Chapel Hill specializing in image analysis, engineering, and medical image computing.

Top concepts

EngineeringImage AnalysisMedical Image ComputingComputer VisionDeep LearningMachine VisionImage SegmentationMedical ImagingPattern RecognitionMedical Image Analysis

Publications per year

2004–2021

Publications

Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network

Sushravya Raghunath, Alvaro Ulloa, Linyuan Jing et al. · Nature Medicine · 2020 · 289 citations

Engineering, Machine Learning, Predictive Analytics +7

A Machine Learning Approach to Management of Heart Failure Populations

Linyuan Jing, Alvaro Ulloa, Christopher W. Good et al. · JACC Heart Failure · 2020 · 81 citations

Heart Failure, Health Policy, Cardiovascular Disease +11

Comparison of human and automatic segmentations of kidneys from CT images

M. S. Rao, Joshua V. Stough, Yueh-Yun Chi et al. · International Journal of Radiation Oncology*Biology*Physics · 2005 · 75 citations

Computed Tomography, Urology, Image Analysis +14

A method and software for segmentation of anatomic object ensembles by deformable m‐reps

Stephen M. Pizer, P. Thomas Fletcher, Sarang Joshi et al. · Medical Physics · 2005 · 64 citations

Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data

Sushravya Raghunath, Alvaro Ulloa, Linyuan Jing et al. · arXiv (Cornell University) · 2019 · 50 citations · Full text

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