A deep neural network predicts survival after heart imaging better than cardiologists. - 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; et al. (CoRR, 2018)

Interpretable Neural Networks for Predicting Mortality Risk using Multi-modal Electronic Health Records. - Alvaro E. Ulloa Cerna; Marios Pattichis; David P. vanMaanen; Linyuan Jing; Aalpen A. Patel; Joshua V. Stough; Christopher M. Haggerty; Brandon K. Fornwalt (CoRR, 2019)

Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data. - 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; et al. (CoRR, 2019)

A Large-scale Multimodal Study for Predicting Mortality Risk Using Minimal and Low Parameter Models and Separable Risk Assessment. - Alvaro E. Ulloa Cerna; David P. vanMaanen; Linyuan Jing; Joshua V. Stough; Aalpen A. Patel; Christopher M. Haggerty; Brandon K. Fornwalt; Marios S. Pattichis (IEEE J. Biomed. Health Informatics, 2025)