David P. vanMaanen

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 · 302 citations · Full text

Medicine, Biomedical Engineering, Cardiology +17

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 · 300 citations

Computing, Cardiology, Computer Science +14

Analysis of rare genetic variation underlying cardiometabolic diseases and traits among 200,000 individuals in the UK Biobank

Sean J. Jurgens, Seung Hoan Choi, Valerie N. Morrill et al. · Nature Genetics · 2022 · 173 citations · Full text

Life Sciences, Genetics, Molecular Genetics +14

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 · 74 citations · Full text

Computing, Computer Science, Health Informatics +11

Detecting structural heart disease from electrocardiograms using AI

Timothy J. Poterucha, Linyuan Jing, Michael Adjei-Mosi et al. · Nature · 2025 · 72 citations · Full text

Medicine, Cardiology, Computer Science +17