Brandon K. Fornwalt

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Machine Learning

Left Ventricular

Electronic Health Records

Top Venues

BMC Medical Informatics Decis. Mak.

IEEE Trans. Medical Imaging

Publications

Ryan Missel, Jesdin Raphael, Christopher M. Haggerty, Dustin Hartzel, Jeffery Ruhl, Brandon K. Fornwalt, Linwei Wang
A Comparative Analysis of Data-Driven Modelling Techniques for 30-Day Heart Failure Readmission Prediction. CinC (2023)
Will E. Thompson, David M. Vidmar, Jessica K. De Freitas, John M. Pfeifer, Brandon K. Fornwalt, Ruijun Chen, Gabriel Altay, Kabir Manghnani, Andrew C. Nelsen, Kellie Morland, Martin C. Stumpe, Riccardo Miotto
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping. CoRR (2023)
Yasser El-Manzalawy, Mostafa M. Abbas, Ian Hoaglund, Alvaro Ulloa Cerna, Thomas B. Morland, Christopher M. Haggerty, Eric S. Hall, Brandon K. Fornwalt
OASIS +: leveraging machine learning to improve the prognostic accuracy of OASIS severity score for predicting in-hospital mortality. BMC Medical Informatics Decis. Mak. 21 (1) (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)
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 (2019)
Mohammad R. Arbabshirani, Brandon K. Fornwalt, Gino J. Mongelluzzo, Jonathan D. Suever, Brandon D. Geise, Aalpen A. Patel, Gregory J. Moore
Advanced machine learning in action: identification of intracranial hemorrhage on computed tomography scans of the head with clinical workflow integration. npj Digit. Medicine 1 (2018)
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
A deep neural network predicts survival after heart imaging better than cardiologists. CoRR (2018)
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)
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
Right Ventricular Strain, Torsion, and Dyssynchrony in Healthy Subjects Using 3D Spiral Cine DENSE Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 36 (5) (2017)