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 | 940 | 2020 |
Real-world heart rate norms in the Health eHeart study R Avram, GH Tison, K Aschbacher, P Kuhar, E Vittinghoff, M Butzner, ... NPJ digital medicine 2 (1), 58, 2019 | 142 | 2019 |
The benefits conferred by radial access for cardiac catheterization are offset by a paradoxical increase in the rate of vascular access site complications with femoral access … L Azzalini, K Tosin, M Chabot-Blanchet, R Avram, HQ Ly, B Gaudet, ... JACC: Cardiovascular Interventions 8 (14), 1854-1864, 2015 | 90 | 2015 |
A digital biomarker of diabetes from smartphone-based vascular signals R Avram, JE Olgin, P Kuhar, JW Hughes, GM Marcus, MJ Pletcher, ... Nature medicine 26 (10), 1576-1582, 2020 | 83 | 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 | 78 | 2021 |
Validation of an algorithm for continuous monitoring of atrial fibrillation using a consumer smartwatch R Avram, M Ramsis, AD Cristal, V Nathan, L Zhu, J Kim, J Kuang, A Gao, ... Heart Rhythm 18 (9), 1482-1490, 2021 | 54 | 2021 |
EventDTW: An improved dynamic time warping algorithm for aligning biomedical signals of nonuniform sampling frequencies Y Jiang, Y Qi, WK Wang, B Bent, R Avram, J Olgin, J Dunn Sensors 20 (9), 2700, 2020 | 49 | 2020 |
Worldwide physical activity trends since COVID-19 onset GH Tison, J Barrios, R Avram, P Kuhar, B Bostjancic, GM Marcus, ... The Lancet Global Health 10 (10), e1381-e1382, 2022 | 38 | 2022 |
The effect of bromocriptine on left ventricular functional recovery in peripartum cardiomyopathy: insights from the BRO‐HF retrospective cohort study M Tremblay‐Gravel, G Marquis‐Gravel, R Avram, O Desplantie, ... ESC heart failure 6 (1), 27-36, 2019 | 37 | 2019 |
Predicting diabetes from photoplethysmography using deep learning R Avram, G Tison, P Kuhar, G Marcus, M Pletcher, JE Olgin, ... Journal of the American College of Cardiology 73 (9S2), 16-16, 2019 | 32 | 2019 |
The medical treatment of new-onset peripartum cardiomyopathy: a systematic review of prospective studies O Desplantie, M Tremblay-Gravel, R Avram, G Marquis-Gravel, ... Canadian Journal of Cardiology 31 (12), 1421-1426, 2015 | 30 | 2015 |
Atrial fibrillation detection and atrial fibrillation burden estimation via wearables L Zhu, V Nathan, J Kuang, J Kim, R Avram, J Olgin, J Gao IEEE Journal of Biomedical and Health Informatics 26 (5), 2063-2074, 2021 | 28 | 2021 |
Stem cell therapy for the treatment of nonischemic cardiomyopathy: a systematic review of the literature and meta-analysis of randomized controlled trials G Marquis-Gravel, LM Stevens, S Mansour, R Avram, N Noiseux Canadian Journal of Cardiology 30 (11), 1378-1384, 2014 | 22 | 2014 |
Implementing machine learning in interventional cardiology: the benefits are worth the trouble W Ben Ali, A Pesaranghader, R Avram, P Overtchouk, N Perrin, S Laffite, ... Frontiers in Cardiovascular Medicine 8, 711401, 2021 | 21 | 2021 |
Use of actigraphy (wearable digital sensors to monitor activity) in heart failure randomized clinical trials: a scoping review K Anchouche, M Elharram, E Oulousian, A Razaghizad, R Avram, ... Canadian Journal of Cardiology 37 (9), 1438-1449, 2021 | 18 | 2021 |
Novel artificial intelligence applications in cardiology: current landscape, limitations, and the road to real-world applications ÉL Langlais, P Thériault-Lauzier, G Marquis-Gravel, M Kulbay, DY So, ... Journal of cardiovascular translational research 16 (3), 513-525, 2023 | 16 | 2023 |
Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior K Aschbacher, CS Hendershot, G Tison, JA Hahn, R Avram, JE Olgin, ... NPJ digital medicine 4 (1), 74, 2021 | 16 | 2021 |
Understanding the patient perspective on research access to national health records databases for conduct of randomized registry trials R Avram, G Marquis-Gravel, F Simard, C Pacheco, É Couture, ... International journal of cardiology 262, 110-116, 2018 | 16 | 2018 |
Feasibility of incorporating voice technology and virtual assistants in cardiovascular care and clinical trials P Gouda, E Ganni, P Chung, VK Randhawa, G Marquis-Gravel, R Avram, ... Current Cardiovascular Risk Reports 15, 1-8, 2021 | 13 | 2021 |
Rationale and design of the TAILOR-PCI digital study: transitioning a randomized controlled trial to a digital registry NL Pereira, R Avram, DY So, E Iturriaga, J Byrne, RJ Lennon, V Murthy, ... American heart journal 232, 84-93, 2021 | 12 | 2021 |