Contrasting Association Results Between Existing PheWAS Phenotype Definition Methods and Five Validated Electronic Phenotypes. - Joseph B. Leader; Sarah A. Pendergrass; Anurag Verma; David J. Carey; Dustin N. Hartzel; Marylyn D. Ritchie; H. Lester Kirchner (AMIA, 2015)

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)

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 Comparative Analysis of Data-Driven Modelling Techniques for 30-Day Heart Failure Readmission Prediction. - Ryan Missel; Jesdin Raphael; Christopher M. Haggerty; Dustin N. Hartzel; Jeffery Ruhl; Brandon K. Fornwalt; Linwei Wang (CinC, 2023)