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Sean Abreau
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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
9442020
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
782021
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
642022
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
232022
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
19*2023
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
112023
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
102023
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
72023
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
42023
Locating Hidden Exoplanets in ALMA Data Using Machine Learning
JP Terry, C Hall, S Abreau, S Gleyzer
The Astrophysical Journal 941 (2), 192, 2022
42022
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
22023
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
22021
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
12023
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
12023
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
12021
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
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