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2020 – today
- 2023
[c18]Junyang Cai, Christopher M. Haggerty, Joshua V. Stough:
Co-Unet-GAN: a co-learning domain adaptation model on echocardiography segmentation. Image Processing 2023- 2022
- [c17]Ding Zhang, Alan Marchiori, Joshua Stough:
Smartphone-Based Turbidity Estimation with Inherent Calibration. CSCI 2022: 1408-1414 - [c16]Yida Chen
, Xiaoyan Zhang, Christopher M. Haggerty, Joshua V. Stough:
Fully automated multi-heartbeat echocardiography video segmentation and motion tracking. Image Processing 2022 - [c15]Anurag Vaidya, Joshua V. Stough, Aalpen A. Patel:
Perceptually improved T1-T2 MRI translations using conditional generative adversarial networks. Image Processing 2022 - [i3]Son-Tung Tran, Joshua V. Stough, Xiaoyan Zhang, Christopher M. Haggerty:
Bayesian Optimization of 2D Echocardiography Segmentation. CoRR abs/2211.09888 (2022) - 2021
- [c14]Tung Tran, Joshua V. Stough, Xiaoyan Zhang, Christopher M. Haggerty:
Bayesian Optimization of 2D Echocardiography Segmentation. ISBI 2021: 1007-1011 - [c13]Yida Chen, Xiaoyan Zhang, Christopher M. Haggerty, Joshua V. Stough:
Assessing the generalizability of temporally coherent echocardiography video segmentation. Image Processing 2021 - 2020
- [c12]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. Image Processing 2020: 113130A
2010 – 2019
- 2019
- [i2]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 abs/1901.08125 (2019) - [i1]Sushravya Raghunath, Alvaro E. Ulloa Cerna, Linyuan Jing, David P. vanMaanen, Joshua Stough, Dustin N. Hartzel, Joseph B. Leader, H. Lester Kirchner, Christopher W. Good, Aalpen A. Patel, Brian P. Delisle, Amro Alsaid, Dominik Beer, Christopher M. Haggerty, Brandon K. Fornwalt:
Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data. CoRR abs/1904.07032 (2019) - 2018
- [c11]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. Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 1057826 - 2017
- [j1]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: 430-440 (2017) - 2016
- [c10]Jeffrey Glaister, Aaron Carass, Joshua V. Stough, Peter A. Calabresi, Jerry L. Prince:
Thalamus parcellation using multi-modal feature classification and thalamic nuclei priors. Image Processing 2016: 97843J - 2014
- [c9]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: 169-176 - 2013
- [c8]Joshua V. Stough, Chuyang Ye, Sarah H. Ying, Jerry L. Prince:
Thalamic parcellation from multi-modal data using random forest learning. ISBI 2013: 852-855
2000 – 2009
- 2008
- [c7]Ja-Yeon Jeong, Joshua V. Stough, James Stephen Marron, Stephen M. Pizer:
Conditional-mean initialization using neighboring objects in deformable model segmentation. Image Processing 2008: 69144R - 2007
- [c6]Joshua Stough, Robert E. Broadhurst, Stephen M. Pizer, Edward L. Chaney:
Regional Appearance in Deformable Model Segmentation. IPMI 2007: 532-543 - [c5]Joshua Stough, Robert E. Broadhurst, Stephen M. Pizer, Edward L. Chaney:
Clustering on Local Appearance for Deformable Model Segmentation. ISBI 2007: 960-963 - 2006
- [c4]Robert E. Broadhurst, Joshua Stough, Stephen M. Pizer, Edward L. Chaney:
A statistical appearance model based on intensity quantile histograms. ISBI 2006: 422-425 - 2005
- [c3]Stephen M. Pizer, Ja-Yeon Jeong, Robert E. Broadhurst, Sean Ho, Joshua Stough:
Deep Structure of Images in Populations Via Geometric Models in Populations. DSSCV 2005: 49-59 - [c2]Robert E. Broadhurst, Joshua Stough, Stephen M. Pizer, Edward L. Chaney:
Histogram Statistics of Local Model-Relative Image Regions. DSSCV 2005: 72-83 - 2004
- [c1]Joshua Stough, Stephen M. Pizer, Edward L. Chaney, Manjari Rao:
Clustering On Image Boundary Regions for Deformable Model Segmentation. ISBI 2004: 436-439
Coauthor Index
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