Christopher M. Haggerty

16 papers B 4Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Large-scale Multimodal Study for Predicting Mortality Risk Using Minimal and Low Parameter Models and Separable Risk Assessment.
IEEE J. Biomed. Health Informatics
Alvaro E. Ulloa Cerna, David P. vanMaanen, Linyuan Jing, Joshua V. Stough, Aalpen A. Patel, Christopher M. Haggerty, Brandon K. Fornwalt, Marios S. Pattichis
2023 — conf
A Comparative Analysis of Data-Driven Modelling Techniques for 30-Day Heart Failure Readmission Prediction.
CinC
Ryan Missel, Jesdin Raphael, Christopher M. Haggerty, Dustin N. Hartzel, Jeffery Ruhl, Brandon K. Fornwalt, Linwei Wang
2023 B conf
Co-Unet-GAN: a co-learning domain adaptation model on echocardiography segmentation.
Image Processing
Junyang Cai, Christopher M. Haggerty, Joshua V. Stough
2023 J jnl
The Case Records of ChatGPT: Language Models and Complex Clinical Questions.
CoRR
Timothy Poterucha, Pierre A. Elias, Christopher M. Haggerty
2022 J jnl
Bayesian Optimization of 2D Echocardiography Segmentation.
CoRR
Son-Tung Tran, Joshua V. Stough, Xiaoyan Zhang, Christopher M. Haggerty
2022 B conf
Fully automated multi-heartbeat echocardiography video segmentation and motion tracking.
Image Processing
Yida Chen, Xiaoyan Zhang, Christopher M. Haggerty, Joshua V. Stough
2021 B conf
Assessing the generalizability of temporally coherent echocardiography video segmentation.
Image Processing
Yida Chen, Xiaoyan Zhang, Christopher M. Haggerty, Joshua V. Stough
2021 — conf
Bayesian Optimization of 2D Echocardiography Segmentation.
ISBI
Tung Tran, Joshua V. Stough, Xiaoyan Zhang, Christopher M. Haggerty
2021 J jnl
OASIS +: leveraging machine learning to improve the prognostic accuracy of OASIS severity score for predicting in-hospital mortality.
BMC Medical Informatics Decis. Mak.
Yasser El-Manzalawy, Mostafa M. Abbas, Ian Hoaglund, Alvaro Ulloa Cerna, Thomas B. Morland, Christopher M. Haggerty, Eric S. Hall, Brandon K. Fornwalt
2020 B conf
Left ventricular and atrial segmentation of 2D echocardiography with convolutional neural networks.
Image Processing
Joshua V. Stough, Sushravya Raghunath, Xiaoyan Zhang, John M. Pfeifer, Brandon K. Fornwalt, Christopher M. Haggerty
2019 J jnl
Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data.
CoRR
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
2019 J jnl
Interpretable Neural Networks for Predicting Mortality Risk using Multi-modal Electronic Health Records.
CoRR
Alvaro E. Ulloa Cerna, Marios Pattichis, David P. vanMaanen, Linyuan Jing, Aalpen A. Patel, Joshua V. Stough, Christopher M. Haggerty, Brandon K. Fornwalt
2018 J jnl
A deep neural network predicts survival after heart imaging better than cardiologists.
CoRR
Alvaro Ulloa, Linyuan Jing, Christopher W. Good, David P. vanMaanen, Sushravya Raghunath, Jonathan D. Suever, Christopher D. Nevius, Gregory J. Wehner, Dustin N. Hartzel, Joseph B. Leader, Amro Alsaid, Aalpen A. Patel, H. Lester Kirchner, Christopher M. Haggerty, Brandon K. Fornwalt
2018 — conf
Ventricular segmentation and quantitative assessment in cardiac MR using convolutional neural networks.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Joshua V. Stough, Joseph DiPalma, Zilin Ma, Brandon K. Fornwalt, Christopher M. Haggerty
2017 J jnl
Right Ventricular Strain, Torsion, and Dyssynchrony in Healthy Subjects Using 3D Spiral Cine DENSE Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging
Jonathan D. Suever, Gregory J. Wehner, Linyuan Jing, David K. Powell, Sean M. Hamlet, Jonathan D. Grabau, Dimitri Mojsejenko, Kristin N. Andres, Christopher M. Haggerty, Brandon K. Fornwalt
2016 J jnl
SURGEM: A solid modeling tool for planning and optimizing pediatric heart surgeries.
Comput. Aided Des.
Mark Luffel, Mukul Sati, Jarek Rossignac, Ajit P. Yoganathan, Christopher M. Haggerty, Maria Restrepo, Timothy C. Slesnick, Kirk R. Kanter, Pedro J. del Nido, Mark A. Fogel