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 | 228 | 2020 |
Routinely reported ejection fraction and mortality in clinical practice: where does the nadir of risk lie? GJ Wehner, L Jing, CM Haggerty, JD Suever, JB Leader, DN Hartzel, ... European heart journal 41 (12), 1249-1257, 2020 | 214 | 2020 |
Predicting survival from large echocardiography and electronic health record datasets: optimization with machine learning MD Samad, A Ulloa, GJ Wehner, L Jing, D Hartzel, CW Good, BA Williams, ... JACC: Cardiovascular Imaging 12 (4), 681-689, 2019 | 164 | 2019 |
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 | 162 | 2021 |
Cardiac remodeling and dysfunction in childhood obesity: a cardiovascular magnetic resonance study L Jing, CM Binkley, JD Suever, N Umasankar, CM Haggerty, J Rich, ... Journal of Cardiovascular Magnetic Resonance 18 (1), 28, 2016 | 84 | 2016 |
Predicting deterioration of ventricular function in patients with repaired tetralogy of Fallot using machine learning MD Samad, GJ Wehner, MR Arbabshirani, L Jing, AJ Powell, T Geva, ... European Heart Journal-Cardiovascular Imaging 19 (7), 730-738, 2018 | 63 | 2018 |
A machine learning approach to management of heart failure populations L Jing, AE Ulloa Cerna, CW Good, NM Sauers, G Schneider, DN Hartzel, ... Heart Failure 8 (7), 578-587, 2020 | 62 | 2020 |
Patients with repaired tetralogy of Fallot suffer from intra-and inter-ventricular cardiac dyssynchrony: a cardiac magnetic resonance study L Jing, CM Haggerty, JD Suever, S Alhadad, A Prakash, F Cecchin, ... European Heart Journal–Cardiovascular Imaging 15 (12), 1333-1343, 2014 | 52 | 2014 |
Deep-learning-assisted analysis of echocardiographic videos improves predictions of all-cause mortality AE Ulloa Cerna, L Jing, CW Good, DP vanMaanen, S Raghunath, ... Nature Biomedical Engineering 5 (6), 546-554, 2021 | 51 | 2021 |
Left and right ventricular dyssynchrony and strains from cardiovascular magnetic resonance feature tracking do not predict deterioration of ventricular function in patients … L Jing, GJ Wehner, JD Suever, RJ Charnigo, S Alhadad, E Stearns, ... Journal of Cardiovascular Magnetic Resonance 18 (1), 49, 2016 | 50 | 2016 |
Ambulatory systolic blood pressure and obesity are independently associated with left ventricular hypertrophic remodeling in children L Jing, CD Nevius, CM Friday, JD Suever, A Pulenthiran, ... Journal of Cardiovascular Magnetic Resonance 19 (1), 86, 2016 | 45 | 2016 |
rECHOmmend: an ECG-based machine learning approach for identifying patients at increased risk of undiagnosed structural heart disease detectable by echocardiography AE Ulloa-Cerna, L Jing, JM Pfeifer, S Raghunath, JA Ruhl, DB Rocha, ... Circulation 146 (1), 36-47, 2022 | 44 | 2022 |
Prevalence and electronic health record-based phenotype of loss-of-function genetic variants in arrhythmogenic right ventricular cardiomyopathy-associated genes ED Carruth, W Young, D Beer, CA James, H Calkins, L Jing, S Raghunath, ... Circulation: Genomic and Precision Medicine 12 (11), e002579, 2019 | 44 | 2019 |
Comparison of left ventricular strains and torsion derived from feature tracking and DENSE CMR GJ Wehner, L Jing, CM Haggerty, JD Suever, J Chen, SM Hamlet, ... Journal of Cardiovascular Magnetic Resonance 20, 1-11, 2018 | 42 | 2018 |
Association between left ventricular mechanics and diffuse myocardial fibrosis in patients with repaired Tetralogy of Fallot: a cross-sectional study CM Haggerty, JD Suever, A Pulenthiran, A Mejia-Spiegeler, GJ Wehner, ... Journal of Cardiovascular Magnetic Resonance 19 (1), 100, 2016 | 40 | 2016 |
Right ventricular strain, torsion, and dyssynchrony in healthy subjects using 3D spiral cine DENSE magnetic resonance imaging JD Suever, GJ Wehner, L Jing, DK Powell, SM Hamlet, JD Grabau, ... IEEE transactions on medical imaging 36 (5), 1076-1085, 2016 | 37 | 2016 |
Impact of the cone operation on left ventricular size, function, and dyssynchrony in Ebstein anomaly: a cardiovascular magnetic resonance study RS Beroukhim, L Jing, DM Harrild, BK Fornwalt, A Mejia-Spiegeler, ... Journal of Cardiovascular Magnetic Resonance 20, 1-8, 2018 | 36 | 2018 |
Gadolinium free cardiovascular magnetic resonance with 2-point Cine balanced steady state free precession TA Stromp, SW Leung, KN Andres, L Jing, BK Fornwalt, RJ Charnigo, ... Journal of Cardiovascular Magnetic Resonance 17, 1-11, 2015 | 32 | 2015 |
Validation of in vivo 2D displacements from spiral cine DENSE at 3T GJ Wehner, JD Suever, CM Haggerty, L Jing, DK Powell, SM Hamlet, ... Journal of cardiovascular magnetic resonance 17, 1-11, 2015 | 32 | 2015 |
Impaired right ventricular contractile function in childhood obesity and its association with right and left ventricular changes: a cine DENSE cardiac magnetic resonance study L Jing, A Pulenthiran, CD Nevius, A Mejia-Spiegeler, JD Suever, ... Journal of Cardiovascular Magnetic Resonance 19 (1), 49, 2016 | 26 | 2016 |