John M. Pfeifer

Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network

Sushravya Raghunath, Alvaro Ulloa, Linyuan Jing et al. · Nature Medicine · 2020 · 289 citations

Engineering, Machine Learning, Predictive Analytics +7

Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation–Related Stroke

Sushravya Raghunath, John M. Pfeifer, Alvaro Ulloa et al. · Circulation · 2021 · 275 citations · Full text

Deep-learning-assisted analysis of echocardiographic videos improves predictions of all-cause mortality

Alvaro Ulloa, Linyuan Jing, Christopher W. Good et al. · Nature Biomedical Engineering · 2021 · 70 citations · Full text

Quantifying Sex Differences in Cardiovascular Care Among Patients Evaluated for Suspected Ischemic Heart Disease

Joseph A. Ladapo, John M. Pfeifer, James Pitcavage et al. · Journal of Women s Health · 2018 · 14 citations · Full text

Left ventricular and atrial segmentation of 2D echocardiography with convolutional neural networks

Joshua V. Stough, Sushravya Raghunath, Xiaoyan Zhang et al. · 2020 · 13 citations

Convolutional Neural Network, Engineering, Diastolic Function +23