Alvaro Ulloa

Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data

Alexander Aliper, Sergey Plis, Artem V. Artemov et al. · Molecular Pharmaceutics · 2016 · 587 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

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

Predicting Survival From Large Echocardiography and Electronic Health Record Datasets

Manar D. Samad, Alvaro Ulloa, Gregory J Wehner et al. · JACC. Cardiovascular imaging · 2018 · 157 citations

Heart Failure, Cardiovascular Disease, Prognosis +9

A Machine Learning Approach to Management of Heart Failure Populations

Linyuan Jing, Alvaro Ulloa, Christopher W. Good et al. · JACC Heart Failure · 2020 · 81 citations

Heart Failure, Health Policy, Cardiovascular Disease +11