Robert Avram

Also affiliated with Montreal Heart Institute, Cegep Edouard Montpetit, Université de Montréal

Medicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 24 papers. Top paper: “Detecting structural heart disease from electrocardiograms using AI”.

Detecting structural heart disease from electrocardiograms using AI

Nature(2025)10.1038/s41586-025-09227-0

N/A

0.659DataRank · unranked

80 citations

Linyuan Jing, Richard Ricart, Michael Adjei-Mosi, Joshua Finer, Dustin N. Hartzel +45 more

A Responsible Framework for Applying Artificial Intelligence on Medical Images and Signals at the Point of Care: The PACS-AI Platform

Canadian Journal of Cardiology(2024)10.1016/j.cjca.2024.05.025

N/A

0.510DataRank · unranked

29 citations

Denis Corbin, Olivier Tastet, Élodie Labrecque Langlais, Bahareh Taji, Guson Kang +10 more

Rationale and design of the TAILOR-PCI digital study: Transitioning a randomized controlled trial to a digital registry

American Heart Journal(2020)10.1016/j.ahj.2020.10.069

N/A

0DataRank · unranked

14 citations

Robert Avram, Derek So, Erin Iturriaga, Julia Byrne, Ryan J. Lennon +11 more

The Rise of Open-Sourced Machine Learning in Small and Imbalanced Datasets: Predicting In-Stent Restenosis

Canadian Journal of Cardiology(2020)10.1016/j.cjca.2020.02.002

N/A

0DataRank · unranked

13 citations

Jeffrey E. Olgin, GEOFFREY H. TISON, Robert Avram

Predictors of Incident Viral Symptoms Ascertained in the Era of Covid-19

medRxiv(2020)10.1101/2020.09.24.20197632

N/A

0DataRank · unranked

1 citations

Jeffrey E. Olgin, Noah D. Peyser, Eric Vittinghoff, Vivian Yang, Sean Joyce +7 more

Validation of an algorithm for continuous monitoring of atrial fibrillation using a consumer smartwatch

Heart Rhythm(2021)10.1016/j.hrthm.2021.03.044

N/A

0DataRank · unranked

87 citations

Mattheus Ramsis, Ashley D. Cristal, Viswam Nathan, Li Zhu, Jacob Kim +13 more

Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior

npj Digital Medicine(2021)10.1038/s41746-021-00441-4

N/A

0DataRank · unranked

24 citations

Christian S. Hendershot, GEOFFREY H. TISON, Judith A. Hahn, Robert Avram, Jeffrey E. Olgin +2 more

Predictors of incident SARS-CoV-2 infections in an international prospective cohort study

BMJ Open(2021)10.1136/bmjopen-2021-052025

N/A

0DataRank · unranked

19 citations

Eric Vittinghoff, Jeffrey E. Olgin, Noah D. Peyser, Sidney Aung, Sean Joyce +14 more

Predicting Incident Heart Failure in Women With Machine Learning: The Women’s Health Initiative Cohort

Canadian Journal of Cardiology(2021)10.1016/j.cjca.2021.08.006

N/A

0DataRank · unranked

14 citations

Robert Avram, Gregory Nah, LIVIU KLEIN, Barbara V. Howard, Matthew Allison +7 more

Predictors of incident viral symptoms ascertained in the era of COVID-19

PLoS ONE(2021)10.1371/journal.pone.0253120

N/A

0DataRank · unranked

8 citations

Jeffrey E. Olgin, Noah D. Peyser, Eric Vittinghoff, Vivian Yang, Sean Joyce +7 more

Worldwide physical activity trends since COVID-19 onset

The Lancet Global Health(2022)10.1016/s2214-109x(22)00361-8

N/A

0DataRank · unranked

72 citations

JOSHUA BARRIOS, Robert Avram, Peter Kuhar, Bojan Bostjancic, Gregory M. Marcus +3 more

Association Between Right Ventricular Dysfunction and Adverse Outcomes in Peripartum Cardiomyopathy: Insights From the BRO-HF Quebec Cohort Study

CJC Open(2022)10.1016/j.cjco.2022.05.004

N/A

0DataRank · unranked

6 citations

Maxime Tremblay‐Gravel, Guillaume Marquis‐Gravel, Étienne Couture, Robert Avram, Olivier Desplantie +13 more

CathAI: fully automated coronary angiography interpretation and stenosis estimation

npj Digital Medicine(2023)10.1038/s41746-023-00880-1

N/A

0DataRank · unranked

56 citations

Jeffrey E. Olgin, Zeeshan Ahmed, Louis Verreault‐Julien, Alvin Wan, JOSHUA BARRIOS +8 more

Deep learning augmented ECG analysis to identify biomarker-defined myocardial injury

Scientific Reports(2023)10.1038/s41598-023-29989-9

N/A

0DataRank · unranked

15 citations

Jacob J. Mayfield, JOSHUA BARRIOS, SEAN ABREAU, Robert Avram, Jeffrey E. Olgin +2 more

Digital Tool-Assisted Hospitalization Detection in the Tailored Antiplatelet Initiation to Lessen Outcomes due to Decreased Clopidogrel Response After Percutaneous Coronary Intervention Study Compared to Traditional Site-Coordinator Ascertainment: Intervention Study

Journal of Medical Internet Research(2023)10.2196/47475

N/A

0DataRank · unranked

2 citations

Julia Byrne, Derek So, Erin Iturriaga, Ryan J. Lennon, Vishakantha Murthy +21 more

Artificial Intelligence for Cardiovascular Care—Part 1: Advances

Journal of the American College of Cardiology(2024)10.1016/j.jacc.2024.03.400

N/A

0DataRank · unranked

111 citations

Sneha S. Jain, Timothy J. Poterucha, Michael Randazzo, Francisco López Jiménez, Rohan Khera +16 more

Artificial Intelligence in Cardiovascular Care—Part 2: Applications

Journal of the American College of Cardiology(2024)10.1016/j.jacc.2024.03.401

N/A

0DataRank · unranked

67 citations

Pierre Elias, Timothy J. Poterucha, Michael Randazzo, Francisco López Jiménez, Rohan Khera +16 more

Continuous Atrial Fibrillation Monitoring From Photoplethysmography

JACC. Clinical electrophysiology(2024)10.1016/j.jacep.2024.01.008

N/A

0DataRank · unranked

9 citations

David Mortara, JOSHUA BARRIOS, Robert Avram, Kimberly Yee, Armeen Namjou Khaless +4 more

Foundation models for electrocardiogram interpretation: clinical implications

European Heart Journal(2025)10.1093/eurheartj/ehaf1119

N/A

0DataRank · unranked

11 citations

A. Sowa, Jacques Delfrate, Olivier Tastet, Denis Corbin, Merve Kulbay +28 more

Foundation models for generalizable electrocardiogram interpretation: comparison of supervised and self-supervised electrocardiogram foundation models

medRxiv(2025)10.1101/2025.03.02.25322575

N/A

0DataRank · unranked

8 citations

A. Sowa, Jacques Delfrate, Olivier Tastet, Denis Corbin, Merve Kulbay +28 more

Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior

UNC Libraries(2025)10.17615/p1y1-w631

N/A

0DataRank · unranked

0 citations

Gregory M. Marcus, GEOFFREY H. TISON, Kirstin Aschbacher, Jeffrey E. Olgin, Christian S. Hendershot +2 more

A digital biomarker of diabetes from smartphone-based vascular signals

Nature Medicine(2020)10.1038/s41591-020-1010-5

N/A

0DataRank · unranked

130 citations

Jeffrey E. Olgin, Peter Kuhar, J. Weston Hughes, Gregory M. Marcus, Mark J. Pletcher +3 more

“A Responsible Framework for Applying Artificial Intelligence on Medical Images and Signals at the Point of Care: The PACS-AI Platform [Canadian Journal of Cardiology Volume 40, Issue 10, October 2024, Pages 1828-1840]”

Canadian Journal of Cardiology(2025)10.1016/j.cjca.2025.08.203

N/A

0DataRank · unranked

0 citations

Denis Corbin, Olivier Tastet, Élodie Labrecque Langlais, Bahareh Taji, Guson Kang +10 more

An approach towards individualized lower rate settings for pacemakers

Heart Rhythm O2(2020)10.1016/j.hroo.2020.09.004

N/A

0DataRank · unranked

15 citations

Robert Avram, Kramer Wahlberg, Daniel N. Silverman, Nicole Habel, Daniel L. Lustgarten +5 more