Faculty profile

Robert Avram

ResearcherUniversité de Montréal

This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Université de Montréal directory, so their courses and email address may be missing. Find their university profile.

Robert Avram

Researcher

Health Sciences

Université de Montréal

Montreal, Quebec, Canada

Supervision signals

Has led research grants, which requires an independent research appointment. Ask their department whether they supervise graduate students.
42 publications in the last five years, latest in 2026.
Senior (last) author on 14 recent papers, a sign of leading a research group.
Principal investigator on 1 research grant (1 CIHR), most recently in 2025.

These signals come from public records, including CIHR, NSERC and SSHRC funding decisions. Ask the professor or the graduate program whether they are taking new students.

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Collaborators

Grants

Publications by year

Counts cover the works listed on the university profile; citation counts come from Dimensions.

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Signals and details

Research

Artificial Intelligence Bias Mitigation Cardiovascular Health Data Generation Electrocardiograms Fairness Genetic Ancestry Genetics

Latest papers

AI-ECG Detection of Structural Heart Disease in the Community Setting: Transportability and Spectrum Effects in the PREVUE-VALVE Study.
Journal of the American College of Cardiology · 2026
Foundation models for electrocardiogram interpretation: clinical implications.
European heart journal · 2026 · senior author
Emerging Artificial Intelligence Tools for the Screening of Structural and Valvular Heart Disease.
Current heart failure reports · 2026 · senior author

All 54 publications

Latest funding

Precision Diagnosis and Management of Cardiogenetics: The Hearts in Rhythm Organization (HiRO)
CIHR · 2026 · Co-investigator
$1,095,100
Harnessing the Interplay between Genomics and Electrocardiograms for Equitable and Precise Cardiovascular Health
CIHR · 2025 · Principal investigator
$1,093,950
Multimodality event prediction in non-ischemic cardiomyopathy
CIHR · 2024 · Co-investigator
$1,526,175

All 6 grants and awards

54 publications.

AI-ECG Detection of Structural Heart Disease in the Community Setting: Transportability and Spectrum Effects in the PREVUE-VALVE Study.

Poterucha TJ, Hughes JW, Brener MI, Chuang ML, Hamid NB, Snyder C, Thompson J, Ungarten J, Takahashi K, Lindman BR, Roedan Oliver FA, Finer J, Hartzel D, Hartman H, Long A, Rocha D, Malta P, Castillo M, Ricart RP, Ruhl JA, vanMaanen D, Rogers AJ, Perez M, Tastet O, Avram R, Nishimura R, Granada JF, Mack MJ, Leon MB, Elias P, Cohen DJ, PREVUE-VALVE Study Investigators

Journal of the American College of Cardiology2026

DOI: 10.1016/j.jacc.2026.06.013 PMID: 42615442

Foundation models for electrocardiogram interpretation: clinical implications.

Nolin-Lapalme A, Sowa A, Delfrate J, Tastet O, Corbin D, Kulbay M, Ozdemir D, Noël MJ, Marois-Blanchet FC, Harvey F, Sharma S, Ansari M, Chiu IM, D'souza V, Friedman SF, Chassé M, Potter BJ, Afilalo J, Elias PA, Jabbour G, Bahani M, Dubé MP, Boyle PM, Chatterjee NA, Barrios J, Tison GH, Ouyang D, Maddah M, Khurshid S, Cadrin-Tourigny J, Tadros R, Hussin J, Avram R

European heart journal2026Senior author

DOI: 10.1093/eurheartj/ehaf1119 PMID: 41568699

Emerging Artificial Intelligence Tools for the Screening of Structural and Valvular Heart Disease.

Abbaoui Y, Nolin-Lapalme A, Morisset J, El Adib I, Genereux P, Poterucha TJ, Elias P, Yao X, Avram R

Current heart failure reports2026Senior author

DOI: 10.1007/s11897-026-00757-w PMID: 42126752

DeepECG.ai: An AI-enhanced ECG analysis platform to bridge the expertise gap from primary care to cardiology.

Nolin-Lapalme A, Tastet O, Sowa A, Delfrate J, El Adib I, Morisset J, Ahuja R, Banerjee R, Lessard MG, Vadeboncoeur A, Avram R

Journal of electrocardiology2026Senior author

DOI: 10.1016/j.jelectrocard.2026.154359 PMID: 42176692

Automated assessment of right ventricular systolic function from coronary angiograms with video-based artificial intelligence algorithms: development, validation, comparison against humans, and prospective deployment.

Fawzi FZ, Menkovic I, Dostie N, Tremblay-Gravel M, Parent MC, Asslo G, Tanguay JF, Marquis-Gravel G, Ansari M, Barrios JP, Tison GH, Delfrate J, Avram R

European heart journal. Digital health2026Senior author

DOI: 10.1093/ehjdh/ztag059 PMID: 42146868

Laser-Assisted OPN Technique for Recalcitrant Multilayer In-Stent Restenosis: A Systematic Approach.

Majwal O, Quan VH, Avram R, Nosair M

JACC. Case reports2026

DOI: 10.1016/j.jaccas.2026.107058 PMID: 41733525

Multiview deep learning improves detection of major cardiac conditions from echocardiography.

Barrios JP, Ansari MU, Olgin JE, Abreau S, Delfrate J, Langlais EL, Avram R, Tison GH

Nature cardiovascular research2026

DOI: 10.1038/s44161-026-00786-7 PMID: 41844861

Moving Beyond the Model: Our Perspective on Meaningful AI Research in Cardiovascular Care.

Jain SS, Mortazavi BJ, Chan You S, Yao X, Lam CSP, Elias P, Poterucha TJ, Avram R, Tison GH, Pirruccello J, Huang C, Wiens J, Schwamm L, Ruan X, Dunn J, Luo Y, Spatz ES, Krumholz HM

Journal of the American College of Cardiology2025

DOI: 10.1016/j.jacc.2025.07.040 PMID: 40903130

Detecting structural heart disease from electrocardiograms using AI.

Poterucha TJ, Jing L, Ricart RP, Adjei-Mosi M, Finer J, Hartzel D, Kelsey C, Long A, Rocha D, Ruhl JA, vanMaanen D, Probst MA, Daniels B, Joshi SD, Tastet O, Corbin D, Avram R, Barrios JP, Tison GH, Chiu IM, Ouyang D, Volodarskiy A, Castillo M, Roedan Oliver FA, Malta PP, Ye S, Rosner GF, Dizon JM, Ali SR, Liu Q, Bradley CK, Vaishnava P, Waksmonski CA, DeFilippis EM, Agarwal V, Lebehn M, Kampaktsis PN, Shames S, Beecy AN, Kumaraiah D, Homma S, Schwartz A, Hahn RT, Leon M, Einstein AJ, Maurer MS, Hartman HS, Hughes JW, Haggerty CM, Elias P

Nature2025

DOI: 10.1038/s41586-025-09227-0 PMID: 40670798

Adjustment of Antiplatelet Therapy in Patients With Myocardial Infarction Treated Without Revascularization: A Retrospective Cohort Study.

Dostie N, Sarshoghi A, Doucet A, Avram R, Tanguay JF, Marquis-Gravel G

CJC open2025

DOI: 10.1016/j.cjco.2025.04.012 PMID: 40698304

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Robert Avram

Research

Latest papers

Latest funding

AI-ECG Detection of Structural Heart Disease in the Community Setting: Transportability and Spectrum Effects in the PREVUE-VALVE Study.

Foundation models for electrocardiogram interpretation: clinical implications.

Emerging Artificial Intelligence Tools for the Screening of Structural and Valvular Heart Disease.

DeepECG.ai: An AI-enhanced ECG analysis platform to bridge the expertise gap from primary care to cardiology.

Automated assessment of right ventricular systolic function from coronary angiograms with video-based artificial intelligence algorithms: development, validation, comparison against humans, and prospective deployment.

Laser-Assisted OPN Technique for Recalcitrant Multilayer In-Stent Restenosis: A Systematic Approach.

Multiview deep learning improves detection of major cardiac conditions from echocardiography.

Moving Beyond the Model: Our Perspective on Meaningful AI Research in Cardiovascular Care.

Detecting structural heart disease from electrocardiograms using AI.

Adjustment of Antiplatelet Therapy in Patients With Myocardial Infarction Treated Without Revascularization: A Retrospective Cohort Study.

Precision Diagnosis and Management of Cardiogenetics: The Hearts in Rhythm Organization (HiRO)

Harnessing the Interplay between Genomics and Electrocardiograms for Equitable and Precise Cardiovascular Health

Multimodality event prediction in non-ischemic cardiomyopathy

Evaluation of an asPirin-free strAtegy with ticagrelor in patieNts wiTH acutE corONary syndrome treated medically: the PANTHEON randomized controlled trial

ImproviNg rEnal outcomes following coronary angiograPhy and/or percuTaneoUs coroNary intErventions: a pragmatic, adaptive, patient-oriented randomized controlled trial

Canadian Heart Failure Transformation Alliance: A Network of Likeminded Canadians Committed to Improving the Lives of Persons Living with Heart Failure (HF)

Frequent collaborators

Guillaume Marquis-Gravel

Abhinav Sharma

Rafik Tadros

Maxime Tremblay-Gravel

Julia Cadrin-Tourigny

Jonathan Afilalo

Jonathan Afilalo

Jean-Claude Tardif

Jean-Claude Tardif

Laurent Macle

Paul Khairy

Julie Hussin

Christian Steinberg

Cedric Manlhiot

Sean van Diepen

Nadia Giannetti

William Beaubien-Souligny

Frédéric Lesage

Derek So

Samuel Kadoury

Damian Redfearn

Samuel Kadoury