Robert Avram, MD

Title(s)Adjunct Instructor, Medicine
SchoolSchool of Medicine
Address505 Parnassus Avenue
San Francisco CA 94117
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    University of Montreal, Montreal06/2017Cardiology
    University of Montreal, Montreal06/2014Internal Medicine
    University of SherbrookeMD06/2011Medicine
    University of MontrealMSc12/2018Biomedical Sciences
    University of California, San Francisco, San Francisco07/2019Fellowship in Digital Cardiology

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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Implementing Machine Learning in Interventional Cardiology: The Benefits Are Worth the Trouble. Front Cardiovasc Med. 2021; 8:711401. Ben Ali W, Pesaranghader A, Avram R, Overtchouk P, Perrin N, Laffite S, Cartier R, Ibrahim R, Modine T, Hussin JG. PMID: 34957230; PMCID: PMC8692711.
      View in: PubMed   Mentions:
    2. Atrial Fibrillation Detection and Atrial Fibrillation Burden Estimation via Wearables. IEEE J Biomed Health Inform. 2021 Dec 02; PP. Zhu L, Nathan V, Kuang J, Kim J, Avram R, Olgin JE, Gao J. PMID: 34855603.
      View in: PubMed   Mentions:
    3. The evolving role of artificial intelligence in cardiac image analysis. Can J Cardiol. 2021 Oct 04. Lauzier PT, Avram R, Dey D, Slomka P, Afilalo J, Chow BJ. PMID: 34619340.
      View in: PubMed   Mentions:    Fields:    
    4. Predictors of incident SARS-CoV-2 infections in an international prospective cohort study. BMJ Open. 2021 09 21; 11(9):e052025. Lin A, Vittinghoff E, Olgin J, Peyser N, Aung S, Joyce S, Yang V, Hwang J, Avram R, Nah G, Tison GH, Beatty A, Runge R, Wen D, Butcher X, Horner C, Eitel H, Pletcher M, Marcus GM. PMID: 34548363.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    5. Tailored use of β blockers using artificial intelligence. Lancet. 2021 Aug 27. Avram R, Sharma A. PMID: 34474012.
      View in: PubMed   Mentions:    Fields:    
    6. Predicting incident heart failure in women with machine learning: The Women's Health Initiative Cohort. Can J Cardiol. 2021 Aug 13. Tison GH, Avram R, Nah G, Klein L, Howard BV, Allison MA, Casanova R, Blair RH, Breathett K, Foraker RE, Olgin JE, Parikh NI. PMID: 34400272.
      View in: PubMed   Mentions:    Fields:    
    7. Performance of a Convolutional Neural Network and Explainability Technique for 12-Lead Electrocardiogram Interpretation. JAMA Cardiol. 2021 Aug 04. Hughes JW, Olgin JE, Avram R, Abreau SA, Sittler T, Radia K, Hsia H, Walters T, Lee B, Gonzalez JE, Tison GH. PMID: 34347007.
      View in: PubMed   Mentions:    Fields:    
    8. Use of Actigraphy (Wearable Digital Sensors to Monitor Activity) in Heart Failure Randomized Clinical Trials: A Scoping Review. Can J Cardiol. 2021 Sep; 37(9):1438-1449. Anchouche K, Elharram M, Oulousian E, Razaghizad A, Avram R, Marquis-Gravel G, Randhawa VK, Nkulikiyinka R, Ni W, Fiuzat M, O'Connor C, Psotka MA, Fox J, Tyl B, Kao D, Sharma A. PMID: 34256087.
      View in: PubMed   Mentions:    Fields:    
    9. Feasibility of Incorporating Voice Technology and Virtual Assistants in Cardiovascular Care and Clinical Trials. Curr Cardiovasc Risk Rep. 2021; 15(8):13. Gouda P, Ganni E, Chung P, Randhawa VK, Marquis-Gravel G, Avram R, Ezekowitz JA, Sharma A. PMID: 34178205.
      View in: PubMed   Mentions:
    10. Predictors of angina resolution after percutaneous coronary intervention in stable coronary artery disease. Coron Artery Dis. 2021 Jun 18. Verreault-Julien L, Bhatt DL, Jung RG, Di Santo P, Simard T, Avram R, Hibbert B. PMID: 34148973.
      View in: PubMed   Mentions:    Fields:    
    11. Predictors of incident viral symptoms ascertained in the era of COVID-19. PLoS One. 2021; 16(6):e0253120. Marcus GM, Olgin JE, Peyser ND, Vittinghoff E, Yang V, Joyce S, Avram R, Tison GH, Wen D, Butcher X, Eitel H, Pletcher MJ. PMID: 34138915.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansPHPublic Health
    12. Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior. NPJ Digit Med. 2021 Apr 20; 4(1):74. Aschbacher K, Hendershot CS, Tison G, Hahn JA, Avram R, Olgin JE, Marcus GM. PMID: 33879844.
      View in: PubMed   Mentions:
    13. Validation of an algorithm for continuous monitoring of atrial fibrillation using a consumer smartwatch. Heart Rhythm. 2021 Sep; 18(9):1482-1490. Avram R, Ramsis M, Cristal AD, Nathan V, Zhu L, Kim J, Kuang J, Gao A, Vittinghoff E, Rohdin-Bibby L, Yogi S, Seremet E, Carp V, Badilini F, Pletcher MJ, Marcus GM, Mortara D, Olgin JE. PMID: 33838317.
      View in: PubMed   Mentions:    Fields:    
    14. Rationale and design of the TAILOR-PCI digital study: Transitioning a randomized controlled trial to a digital registry. Am Heart J. 2021 02; 232:84-93. Pereira NL, Avram R, So DY, Iturriaga E, Byrne J, Lennon RJ, Murthy V, Geller N, Goodman SG, Rihal C, Rosenberg Y, Bailey K, Pletcher MJ, Marcus GM, Farkouh ME, Olgin JE. PMID: 33129990.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    15. An approach towards individualized lower rate settings for pacemakers. Heart Rhythm O2. 2020 Dec; 1(5):390-393. Infeld M, Avram R, Wahlberg K, Silverman DN, Habel N, Lustgarten DL, Pletcher MJ, Olgin JE, Marcus GM, Meyer M. PMID: 33604585.
      View in: PubMed   Mentions:
    16. A digital biomarker of diabetes from smartphone-based vascular signals. Nat Med. 2020 10; 26(10):1576-1582. Avram R, Olgin JE, Kuhar P, Hughes JW, Marcus GM, Pletcher MJ, Aschbacher K, Tison GH. PMID: 32807931.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    17. Worldwide Effect of COVID-19 on Physical Activity: A Descriptive Study. Ann Intern Med. 2020 11 03; 173(9):767-770. Tison GH, Avram R, Kuhar P, Abreau S, Marcus GM, Pletcher MJ, Olgin JE. PMID: 32598162.
      View in: PubMed   Mentions: 119     Fields:    Translation:HumansPHPublic Health
    18. EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies. Sensors (Basel). 2020 May 09; 20(9). Jiang Y, Qi Y, Wang WK, Bent B, Avram R, Olgin J, Dunn J. PMID: 32397421.
      View in: PubMed   Mentions: 4     Fields:    
    19. The Rise of Open-Sourced Machine Learning in Small and Imbalanced Datasets: Predicting In-Stent Restenosis. Can J Cardiol. 2020 10; 36(10):1574-1576. Avram R, Olgin JE, Tison GH. PMID: 32628923.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    20. Real-world heart rate norms in the Health eHeart study. Real-world heart rate norms in the Health eHeart study. 2019; 2(58). . View Publication.
    21. Real-world heart rate norms in the Health eHeart study. NPJ Digit Med. 2019; 2:58. Avram R, Tison GH, Aschbacher K, Kuhar P, Vittinghoff E, Butzner M, Runge R, Wu N, Pletcher MJ, Marcus GM, Olgin J. PMID: 31304404.
      View in: PubMed   Mentions: 10  
    22. Novel Approaches to Define Outcomes in Coronary Revascularization. Can J Cardiol. 2019 08; 35(8):967-982. Ieroncig F, Breau JB, Bélair G, David LP, Noiseux N, Hatem R, Avram R. PMID: 31229362.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    23. The effect of bromocriptine on left ventricular functional recovery in peripartum cardiomyopathy: insights from the BRO-HF retrospective cohort study. ESC Heart Fail. 2019 02; 6(1):27-36. Tremblay-Gravel M, Marquis-Gravel G, Avram R, Desplantie O, Ducharme A, Bibas L, Pacheco C, Couture E, Simard F, Poulin A, Malhamé I, Tran D, Rey E, Tournoux F, Harvey L, Sénéchal M, Bélisle P, Descarries L, Farand P, Pranno N, Diaz A, Afilalo J, Ly HQ, Fortier A, Jolicoeur EM, BRO-HF investigators . PMID: 30565890.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    24. Clinical outcomes of bioresorbable vascular scaffold to treat all-comer patients. Are patients with acute coronary syndrome better candidates for bioresorbable vascular scaffold? Cardiovasc Revasc Med. 2019 03; 20(3):228-234. Picard F, Avram R, Marquis-Gravel G, Tadros VX, Ly HQ, Dorval JF, Doucet S, Gosselin G, Asgar AW, Ibrahim R, Bonan R, de Hemptinne Q, Nosair M, L-L'Allier P, Tanguay JF. PMID: 30075958.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    25. Understanding the patient perspective on research access to national health records databases for conduct of randomized registry trials. Int J Cardiol. 2018 07 01; 262:110-116. Avram R, Marquis-Gravel G, Simard F, Pacheco C, Couture É, Tremblay-Gravel M, Desplantie O, Malhamé I, Bibas L, Mansour S, Parent MC, Farand P, Harvey L, Lessard MG, Ly H, Liu G, Hay AE, Marc Jolicoeur E. PMID: 29706388.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    26. Everolimus-eluting bioresorbable vascular scaffold implantation to treat saphenous vein graft disease, single-center initial experience. J Interv Cardiol. 2017 Oct; 30(5):433-439. Picard F, Marquis-Gravel G, Avram R, Ly HQ, Dorval JF, Doucet S, de Hemptinne Q, L'allier PL, Tanguay JF. PMID: 28799238.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    27. Bioresorbable vascular scaffold to treat in-stent restenosis: Single-center experience. J Interv Cardiol. 2017 Dec; 30(6):558-563. Picard F, Avram R, Marquis-Gravel G, Tadros VX, Ly HQ, de Hemptinne Q, Dorval JF, L'allier PL, Tanguay JF. PMID: 28786151.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    28. Collectively Operated Fellow-Initiated Research as a Novel Teaching Model to Bolster Interest and Increase Proficiency in Academic Research. Can J Cardiol. 2017 05; 33(5):685-687. Marquis-Gravel G, Avram R, Tremblay-Gravel M, Desplantie O, Ly HQ, Ducharme A, Jolicoeur EM, BRO-HF Initiative Investigators . PMID: 28449840.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    29. Bioresorbable Vascular Scaffold During ST-Elevation Myocardial Infarction: A Systematic Review. Can J Cardiol. 2017 04; 33(4):515-524. Picard F, de Hemptinne Q, Avram R, Ly HQ, L'Allier PL, Tanguay JF. PMID: 28343607.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    30. 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: The Campeau Radial Paradox. JACC Cardiovasc Interv. 2015 Dec 21; 8(14):1854-64. Azzalini L, Tosin K, Chabot-Blanchet M, Avram R, Ly HQ, Gaudet B, Gallo R, Doucet S, Tanguay JF, Ibrahim R, Grégoire JC, Crépeau J, Bonan R, de Guise P, Nosair M, Dorval JF, Gosselin G, L'Allier PL, Guertin MC, Asgar AW, Jolicœur EM, Azzalini L, Tosin K, Chabot-Blanchet M, Avram R, Ly HQ, Gaudet B, Gallo R, Doucet S, Tanguay JF, Ibrahim R, Grégoire JC, Crépeau J, Bonan R, de Guise P, Nosair M, Dorval JF, Gosselin G, L'Allier PL, Guertin MC, Asgar AW, Jolicœur EM. PMID: 26604063.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    31. The Medical Treatment of New-Onset Peripartum Cardiomyopathy: A Systematic Review of Prospective Studies. Can J Cardiol. 2015 Dec; 31(12):1421-6. Desplantie O, Tremblay-Gravel M, Avram R, Marquis-Gravel G, Ducharme A, Jolicoeur EM, BRO-HF Initiative Investigators , Desplantie O, Tremblay-Gravel M, Avram R, Marquis-Gravel G, Ducharme A, Jolicoeur EM, BRO-HF Initiative Investigators. PMID: 26160409.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    32. Stem cell therapy for the treatment of nonischemic cardiomyopathy: a systematic review of the literature and meta-analysis of randomized controlled trials. Can J Cardiol. 2014 Nov; 30(11):1378-84. Marquis-Gravel G, Stevens LM, Mansour S, Avram R, Noiseux N, Marquis-Gravel G, Stevens LM, Mansour S, Avram R, Noiseux N. PMID: 25138483.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
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