Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network S Raghunath, AE Ulloa Cerna, L Jing, DP VanMaanen, J Stough, ... Nature medicine 26 (6), 886-891, 2020 | 212 | 2020 |
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 S Raghunath, JM Pfeifer, AE Ulloa-Cerna, A Nemani, T Carbonati, L Jing, ... Circulation 143 (13), 1287-1298, 2021 | 149 | 2021 |
Ecg based future atrial fibrillation predictor systems and methods BK Fornwalt, C Haggerty, S Raghunath, C Good, J Pfeifer, A Ulloa, ... US Patent App. 17/026,092, 2021 | 15 | 2021 |
Short-term prediction of atrial fibrillation from ambulatory monitoring ECG using a deep neural network JP Singh, J Fontanarava, G de Massé, T Carbonati, J Li, C Henry, ... European Heart Journal-Digital Health 3 (2), 208-217, 2022 | 8 | 2022 |
Deep Neural Networks can Predict Incident Atrial Fibrillation from the 12-lead Electrocardiogram and may help Prevent Associated Strokes S Raghunath, JM Pfeifer, AE Ulloa-Cerna, A Nemani, T Carbonati, L Jing, ... MedRxiv, 2020.04. 23.20067967, 2020 | 4 | 2020 |
LB-456090-4 near-term prediction of life-threatening ventricular arrhythmias using artificial intelligence-enabled single lead ambulatory ECG L Fiorina, T Carbonati, K Narayanan, J Li, C Henry, J Singh, E Marijon Heart Rhythm 20 (7), 1084, 2023 | 2 | 2023 |
Short Term Prediction of Atrial Fibrillation from Ambulatory ECG Using Deep Learning C Henry, JP Singh, J Fontanarava, G de Massé, T Carbonati, C Gardella, ... Journal of the American College of Cardiology 79 (9_Supplement), 2015-2015, 2022 | 1 | 2022 |
MIMIC-IV-ECG & MIMIC-IV-ECHO: DETECTION OF REGIONAL WALL MOTION ABNORMALITIES FROM ELECTROCARDIOGRAM USING DEEP LEARNING T Carbonati, P Eslami, A Chaudhari, E Herbst, L Fiorina, P Porquet, ... Journal of the American College of Cardiology 83 (13_Supplement), 1172-1172, 2024 | | 2024 |
Prediction of Incident AF With Deep Learning Can Identify Patients at High Risk for AF-related Stroke J Pfeifer, SM Raghunath, A Ulloa, A Nemani, T Carbonati, L Jing, ... Circulation 142 (Suppl_3), A13102-A13102, 2020 | | 2020 |
MIMIC-IV-ECHO: Echocardiogram Matched Subset B Gow, T Pollard, N Greenbaum, B Moody, A Johnson, E Herbst, ... | | |