Worldwide effect of COVID-19 on physical activity: a descriptive study GH Tison, R Avram, P Kuhar, S Abreau, GM Marcus, MJ Pletcher, ... Annals of internal medicine 173 (9), 767-770, 2020 | 990 | 2020 |
Performance of a convolutional neural network and explainability technique for 12-lead electrocardiogram interpretation JW Hughes, JE Olgin, R Avram, SA Abreau, T Sittler, K Radia, H Hsia, ... JAMA cardiology 6 (11), 1285-1295, 2021 | 101 | 2021 |
Deep learning electrocardiographic analysis for detection of left-sided valvular heart disease P Elias, TJ Poterucha, V Rajaram, LM Moller, V Rodriguez, S Bhave, ... Journal of the American College of Cardiology 80 (6), 613-626, 2022 | 97 | 2022 |
CathAI: fully automated coronary angiography interpretation and stenosis estimation R Avram, JE Olgin, Z Ahmed, L Verreault-Julien, A Wan, J Barrios, ... npj Digital Medicine 6 (1), 142, 2023 | 36* | 2023 |
Assessment of disease status and treatment response with artificial intelligence− enhanced electrocardiography in obstructive hypertrophic cardiomyopathy GH Tison, KC Siontis, S Abreau, Z Attia, P Agarwal, A Balasubramanyam, ... Journal of the American College of Cardiology 79 (10), 1032-1034, 2022 | 32 | 2022 |
Electrocardiogram detection of pulmonary hypertension using deep learning MA Aras, S Abreau, H Mills, L Radhakrishnan, L Klein, N Mantri, B Rubin, ... Journal of Cardiac Failure 29 (7), 1017-1028, 2023 | 22 | 2023 |
Automated assessment of cardiac systolic function from coronary angiograms with video-based artificial intelligence algorithms R Avram, JP Barrios, S Abreau, CY Goh, Z Ahmed, K Chung, DY So, ... JAMA cardiology 8 (6), 586-594, 2023 | 13 | 2023 |
Patient-Level Artificial Intelligence–Enhanced Electrocardiography in Hypertrophic Cardiomyopathy: Longitudinal Treatment and Clinical Biomarker Correlations KC Siontis, S Abreau, ZI Attia, JP Barrios, TA Dewland, P Agarwal, ... JACC: Advances 2 (8), 100582, 2023 | 11 | 2023 |
Identifying mitral valve prolapse at risk for arrhythmias and fibrosis from electrocardiograms using deep learning GH Tison, S Abreau, J Barrios, LJ Lim, M Yang, V Crudo, DJ Shah, ... JACC: Advances 2 (6), 100446, 2023 | 8 | 2023 |
Locating Hidden Exoplanets in ALMA Data Using Machine Learning JP Terry, C Hall, S Abreau, S Gleyzer The Astrophysical Journal 941 (2), 192, 2022 | 8 | 2022 |
Deep learning augmented ECG analysis to identify biomarker-defined myocardial injury GR Chaudhari, JJ Mayfield, JP Barrios, S Abreau, R Avram, JE Olgin, ... Scientific reports 13 (1), 3364, 2023 | 7 | 2023 |
Kinematic Evidence of an Embedded Protoplanet in HD 142666 Identified by Machine Learning JP Terry, C Hall, S Abreau, S Gleyzer The Astrophysical Journal 947 (2), 60, 2023 | 3 | 2023 |
Identifying mitral valve prolapse at risk for ventricular arrhythmias and myocardial fibrosis from 12-lead ECGs using deep learning GH Tison, S Abreau, L Lim, J Barrios, G Hu, T Nguyen, S Dixit, G Nah, ... Circulation 144 (Suppl_1), A13321-A13321, 2021 | 2 | 2021 |
Identification of supraventricular tachycardia mechanisms with surface electrocardiograms using a convolutional neural network S Higuchi, R Li, EP Gerstenfeld, LB Liem, SI Im, S Kalantarian, M Ansari, ... Heart Rhythm O2 4 (8), 491-499, 2023 | 1 | 2023 |
Identifying mitral valve prolapse at risk for ventricular arrhythmias and myocardial fibrosis from 12-lead electrocardiograms using deep learning GH Tison, S Abreau, L Lim, V Crudo, J Barrios, T Nguyen, G Hu, S Dixit, ... medRxiv, 2021.12. 23.21268341, 2021 | 1 | 2021 |
Kinematic Analysis of Protoplanetary Disks Using Machine Learning J Terry, C Hall, S Abreau, S Gleyzer American Astronomical Society Meeting Abstracts 55 (6), 327.05, 2023 | | 2023 |
ASSOCIATION BETWEEN ECG-BASED DEEP LEARNING PREDICTION OF PULMONARY HYPERTENSION AND TRANSTHORACIC ECHOCARDIOGRAM ESTIMATION OF PULMONARY ARTERY SYSTOLIC PRESSURE AK Feeny, J Barrios, S Abreau, JE Olgin, M Aras, GH Tison Journal of the American College of Cardiology 81 (8_Supplement), 440-440, 2023 | | 2023 |
Impact of Mavacamten on Artificial Intelligence Electrocardiographic Diagnosis of Hypertrophic Cardiomyopathy in the EXPLORER-HCM Trial KC Siontis, JP Barrios, ZI Attia, SA Abreau, TP Abraham, I Olivotto, ... Circulation 146 (Suppl_1), A13567-A13567, 2022 | | 2022 |
DH-575-02 IDENTIFICATION OF SUPRAVENTRICULAR TACHYCARDIA MECHANISMS WITH SURFACE ELECTROCARDIOGRAMS USING A DEEP NEURAL NETWORK S Higuchi, R Li, S Abreau, LB Liem, EP Gerstenfeld, SI Im, J Barrios, ... Heart Rhythm 19 (5), S21, 2022 | | 2022 |
Automated Electrocardiographic Detection of Pulmonary Hypertension Using Deep Learning MA Aras, S Abreau, H Mills, L Radhakrishnan, L Klein, N Mantri, B Rubin, ... Circulation 144 (Suppl_1), A9832-A9832, 2021 | | 2021 |