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Robert Avram

Medicine

24H-index
124Paper Count
2.8KCitation Count
Published Papers 65
Publication Date
Emerging Artificial Intelligence Tools for the Screening of Structural and Valvular Heart Disease
err2026-05-13
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errOAAI
errYasmine Abbaoui; Alexis Nolin-Lapalme; Julianne Morisset; Ines El Adib; Philippe Genereux; Timothy J. Poterucha; Pierre Elias; Xioaxi Yao; Robert Avram
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Multiview deep learning improves detection of major cardiac conditions from echocardiography
err2026-03-17
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errOAAI
errJoshua P. Barrios; Minhaj U. Ansari; Jeffrey E. Olgin; Sean Abreau; Jacques Delfrate; Elodie L. Langlais; Robert Avram; Geoffrey H. Tison
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“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]”
err2025-10-21
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errOAAI
errPascal Theriault-Lauzier; Denis Corbin; Olivier Tastet; Elodie Labrecque Langlais; Bahareh Taji; Guson Kang; Aun-Yeong Chong; Derek So; An Tang; Judy Wawira Gichoya; Sarath Chandar; Pierre-Luc Déziel; Julie G. Hussin; Samuel Kadoury; Robert Avram
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Moving Beyond the Model
errJACC
IF0
err2025-09-01
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PREAI
errSneha S. Jain; Bobak J. Mortazavi; Seng Chan You; Xiaoxi Yao; Carolyn S.P. Lam; Pierre Elias; Timothy J. Poterucha; Robert Avram; Geoffrey H. Tison; James Pirruccello; Chenxi Huang; Jenna Wiens; Lee Schwamm; Xiaoyang Ruan; Jessilyn Dunn; Yuan Luo; Erica S. Spatz; Harlan M. Krumholz
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Detecting structural heart disease from electrocardiograms using AI
errNature
IF48.5
err2025-07-16
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errOAAI
errTimothy J. Poterucha; Linyuan Jing; Ramon Pimentel Ricart; Michael Adjei-Mosi; Joshua Finer; Dustin Hartzel; Christopher Kelsey; Aaron Long; Daniel Rocha; Jeffrey A. Ruhl; David vanMaanen; Marc A. Probst; Brock Daniels; Shalmali D. Joshi; Olivier Tastet; Denis Corbin; Robert Avram; Joshua P. Barrios; Geoffrey H. Tison; I-Min Chiu; David Ouyang; Alexander Volodarskiy; Michelle Castillo; Francisco A. Roedan Oliver; Paloma P. Malta; Siqin Ye; Gregg F. Rosner; Jose M. Dizon; Shah R. Ali; Qi Liu; Corey K. Bradley; Prashant Vaishnava; Carol A. Waksmonski; Ersilia M. DeFilippis; Vratika Agarwal; Mark Lebehn; Polydoros N. Kampaktsis; Sofia Shames; Ashley N. Beecy; Deepa Kumaraiah; Shunichi Homma; Allan Schwartz; Rebecca T. Hahn; Martin Leon; Andrew J. Einstein; Mathew S. Maurer; Heidi S. Hartman; John Weston Hughes; Christopher M. Haggerty; Pierre Elias
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Tailored hydration for the prevention of contrast-induced acute kidney injury after coronary angiogram or PCI: A systematic review and meta-analysis
err2025-04-01
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errOAAI
errCossette, Francois; Trifan, Alexandru; Prevost-Marcotte, Gabriel; Doolub, Gemina; So, Derek F.; Beaubien-Souligny, William; Abou-Saleh, Dana; Tanguay, Jean-Francois; Potter, Brian J.; Ly, Hung Q.; Menkovic, Istok; Cieza, Tomas; Avram, Robert; Bastiany, Alexandra; Marquis-Gravel, Guillaume
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Incident atrial fibrillation prediction using ECG-based deep learning at a specialized tertiary cardiac care center
err2024-10-28
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PREAI
errJabbour, G.; Nolin-Lapalme, A.; Moreau, L.; Scimeca, L.; Honfo, S. H.; Tastet, O.; Corbin, D.; Khairy, P.; Tadros, R.; Avram, R.
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Prospective evaluation of an AI algorithm for real-time LVEF assessment in acute coronary syndrome using left coronary angiograms: the CathEF multicenter study
err2024-10-28
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PREAI
errPerrin, N. P.; Theriault-Lauzier, P.; Sarshoghi, A.; Ly, S.; Knafo, M.; Grandchamp, A.; Xu, Yan Xu; Lessard, M. G.; Corbin, D.; Tastet, O.; Gallo, R.; So, D.; Marquis-Gravel, G.; Tanguay, J. F.; Avram, R.
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Prediction of family inheritance in non-sarcomeric hypertrophic cardiomyopathy using clinical variables and 12-lead electrocardiogram artificial intelligence models
err2024-10-28
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PREAI
errDesjardins, S.; Bahani, M.; Swedsky, F.; Rouleau, J. L.; Cadrin-Tourigny, J.; Ducharme, A.; Boulet, J.; Giraldeau, G.; L'allier, P.; Garceau, P.; Gagnon, J.; Fortier, A.; Tadros, R.; Avram, R. C.; Tremblay-Gravel, M.
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Maximising Large Language Model Utility in Cardiovascular Care: A Practical Guide
err2024-10-01
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errOAAI
errNolin-Lapalme, Alexis; Theriault-Lauzier, Pascal; Corbin, Denis; Tastet, Olivier; Sharma, Abhinav; Hussin, Julie G.; Kadoury, Samuel; Jiang, River; Krahn, Andrew D.; Gallo, Richard; Avram, Robert
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A Responsible Framework for Applying Artificial Intelligence on Medical Images and Signals at the Point of Care: The PACS-AI Platform
err2024-10-01
err5
errOAAI
errTheriault-Lauzier, Pascal; Cobin, Denis; Tastet, Olivier; Langlais, Elodie Labrecque; Taji, Bahareh; Kang, Guson; Chong, Aun-Yeong; So, Derek; Tang, An; Gichoya, Judy Wawira; Chandar, Sarath; Deziel, Pierre-Luc; Hussin, Julie G.; Kadoury, Samuel; Avram, Robert
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Applying Artificial Intelligence for Phenotyping of Inherited Arrhythmia Syndromes
err2024-10-01
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PREAI
errSigfstead, Sophie; Jiang, River; Avram, Robert; Davies, Brianna; Krahn, Andrew D.; Cheung, Christopher C.
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Revolutionising Acute Cardiac Care With Artificial Intelligence: Opportunities and Challenges
err2024-10-01
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errOAAI
errDoolub, Gemina; Khurshid, Shaan; Theriault-Lauzier, Pascal; Lapalme, Alexis Nolin; Tastet, Olivier; So, Derek; Langlais, Elodie Labrecque; Cobin, Denis; Avram, Robert
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Advancing Fairness in Cardiac Care: Strategies for Mitigating Bias in Artificial Intelligence Models Within Cardiology
err2024-10-01
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PREAI
errNolin-Lapalme, Alexis; Corbin, Denis; Tastet, Olivier; Avram, Robert; Hussin, Julie G.
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Prediction of incident atrial fibrillation using deep learning, clinical models, and polygenic scores
err2024-09-01
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errOAAI
errJabbour, Gilbert; Nolin-Lapalme, Alexis; Tastet, Olivier; Corbin, Denis; Jorda, Paloma; Sowa, Achille; Delfrate, Jacques; Busseuil, David; Hussin, Julie G.; Dube, Marie-Pierre; Tardif, Jean-Claude; Rivard, Lena; Macle, Laurent; Cadrin-Tourigny, Julia; Khairy, Paul; Avram, Robert; Tadros, Rafik
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