Joshua V. Stough

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 11

Top Topics

Fully Automatic

Left Ventricular

Convolutional Neural Networks

Top Venues

Medical Imaging: Image Processing

Publications

Junyang Cai, Christopher M. Haggerty, Joshua V. Stough
Co-Unet-GAN: a co-learning domain adaptation model on echocardiography segmentation. Medical Imaging: Image Processing (2023)
Anurag Vaidya, Joshua V. Stough, Aalpen A. Patel
Perceptually improved T1-T2 MRI translations using conditional generative adversarial networks. Medical Imaging: Image Processing (2022)
Yida Chen, Xiaoyan Zhang, Christopher M. Haggerty, Joshua V. Stough
Fully automated multi-heartbeat echocardiography video segmentation and motion tracking. Medical Imaging: Image Processing (2022)
Son-Tung Tran, Joshua V. Stough, Xiaoyan Zhang, Christopher M. Haggerty
Bayesian Optimization of 2D Echocardiography Segmentation. CoRR (2022)
Yida Chen, Xiaoyan Zhang, Christopher M. Haggerty, Joshua V. Stough
Assessing the generalizability of temporally coherent echocardiography video segmentation. Medical Imaging: Image Processing (2021)
Tung Tran, Joshua V. Stough, Xiaoyan Zhang, Christopher M. Haggerty
Bayesian Optimization of 2D Echocardiography Segmentation. ISBI (2021)
Joshua V. Stough, Sushravya Raghunath, Xiaoyan Zhang, John M. Pfeifer, Brandon K. Fornwalt, Christopher M. Haggerty
Left ventricular and atrial segmentation of 2D echocardiography with convolutional neural networks. Medical Imaging: Image Processing (2020)
Alvaro E. Ulloa Cerna, Marios Pattichis, David P. vanMaanen, Linyuan Jing, Aalpen A. Patel, Joshua V. Stough, Christopher M. Haggerty, Brandon K. Fornwalt
Interpretable Neural Networks for Predicting Mortality Risk using Multi-modal Electronic Health Records. CoRR (2019)
Joshua V. Stough, Joseph DiPalma, Zilin Ma, Brandon K. Fornwalt, Christopher M. Haggerty
Ventricular segmentation and quantitative assessment in cardiac MR using convolutional neural networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Jeffrey Glaister, Aaron Carass, Tziona NessAiver, Joshua V. Stough, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
Thalamus segmentation using multi-modal feature classification: Validation and pilot study of an age-matched cohort. NeuroImage 158 (2017)
Jeffrey Glaister, Aaron Carass, Joshua V. Stough, Peter A. Calabresi, Jerry L. Prince
Thalamus parcellation using multi-modal feature classification and thalamic nuclei priors. Medical Imaging: Image Processing (2016)
Joshua V. Stough, Jeffrey Glaister, Chuyang Ye, Sarah H. Ying, Jerry L. Prince, Aaron Carass
Automatic Method for Thalamus Parcellation Using Multi-modal Feature Classification. MICCAI (3) (2014)
Joshua V. Stough, Chuyang Ye, Sarah H. Ying, Jerry L. Prince
Thalamic parcellation from multi-modal data using random forest learning. ISBI (2013)
Ja-Yeon Jeong, Joshua V. Stough, James Stephen Marron, Stephen M. Pizer
Conditional-mean initialization using neighboring objects in deformable model segmentation. Medical Imaging: Image Processing (2008)