Bruno Batinica
Postdoctoral AssociateAbout
Research
Publications
2026
Electrocardiogram-Based Deep Learning to Prioritize Testing for Transthyretin Amyloid Cardiomyopathy.
Croon P, Batinica B, Dhingra L, Choi R, Oikonomou E, Shankar S, Sangha V, van der Boon R, Michels M, van Ettinger M, Zwetsloot P, Teruya S, Gallegos Kattan C, Miller E, Noory N, Westin O, Fensman S, Poulsen S, Singh A, Balla S, Achten A, Vlachopoulos C, Antonopoulos A, Bruining N, Gillmore J, Maurer M, Ruberg F, Fontana M, Khera R. Electrocardiogram-Based Deep Learning to Prioritize Testing for Transthyretin Amyloid Cardiomyopathy. JAMA: The Journal Of The American Medical Association 2026 PMID: 42663420, PMCID: PMC13525484, DOI: 10.1001/jama.2026.16785.Peer-Reviewed Original ResearchDEVELOPMENT AND MULTINATIONAL VALIDATION OF ARTIFICIAL INTELLIGENCE-ENABLED ASCVD RISK STRATIFICATION USING ELECTROCARDIOGRAMS
Batinica B, Oikonomou E, Pedroso A, Aminorroaya A, Barreto S, Brant L, Ribeiro A, Dhingra L, Khera R. DEVELOPMENT AND MULTINATIONAL VALIDATION OF ARTIFICIAL INTELLIGENCE-ENABLED ASCVD RISK STRATIFICATION USING ELECTROCARDIOGRAMS. American Journal Of Preventive Cardiology 2026, 101794. DOI: 10.1016/j.ajpc.2026.101794.Peer-Reviewed Original ResearchFrom Detection to Differentiation: The Evolving Role of Artificial Intelligence-Enabled ECG in Heart Failure Care.
Batinica B, Pedroso A, Khera R. From Detection to Differentiation: The Evolving Role of Artificial Intelligence-Enabled ECG in Heart Failure Care. Journal Of The American Heart Association 2026, 15: e046267. PMID: 42517501, DOI: 10.1161/jaha.125.046267.Commentaries, Editorials and LettersArtificial Intelligence-enhanced Electrocardiography for Heart Failure Screening and Risk Stratification
Dhingra L, Croon P, Batinica B, Aminorroaya A, Pedroso A, Khera R. Artificial Intelligence-enhanced Electrocardiography for Heart Failure Screening and Risk Stratification. Current Heart Failure Reports 2026, 23: 10. PMID: 41838300, DOI: 10.1007/s11897-026-00748-x.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsPopulation-level cardiovascular risk prediction models including biochemical predictors in 800 000 individuals
Batinica B, Mehta S, Liang J, Jackson R, Poppe K. Population-level cardiovascular risk prediction models including biochemical predictors in 800 000 individuals. European Heart Journal Open 2026, 6: oeag051. PMID: 42125027, PMCID: PMC13160000, DOI: 10.1093/ehjopen/oeag051.Peer-Reviewed Original ResearchTARGET-AI: A Foundational Approach for the Targeted Deployment of Artificial Intelligence Electrocardiography in the Electronic Health Record
Oikonomou E, Batinica B, Dhingra L, Aminorroaya A, Coppi A, Khera R. TARGET-AI: A Foundational Approach for the Targeted Deployment of Artificial Intelligence Electrocardiography in the Electronic Health Record. NEJM AI 2026, 3 DOI: 10.1056/aioa2500588.Peer-Reviewed Original Research
2025
Transforming Population Health Screening for Atherosclerotic Cardiovascular Disease with AI-Enhanced ECG Analytics: Opportunities and Challenges
Biswas D, Aminorroaya A, Croon P, Batinica B, Pedroso A, Khera R. Transforming Population Health Screening for Atherosclerotic Cardiovascular Disease with AI-Enhanced ECG Analytics: Opportunities and Challenges. Current Atherosclerosis Reports 2025, 27: 86. PMID: 40888973, DOI: 10.1007/s11883-025-01337-4.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus Statements
2023
Development and validation of cardiovascular risk prediction equations in 76 000 people with known cardiovascular disease
Holt A, Batinica B, Liang J, Kerr A, Crengle S, Hudson B, Wells S, Harwood M, Selak V, Mehta S, Grey C, Lamberts M, Jackson R, Poppe K. Development and validation of cardiovascular risk prediction equations in 76 000 people with known cardiovascular disease. European Journal Of Preventive Cardiology 2023, 31: 218-227. PMID: 37767960, DOI: 10.1093/eurjpc/zwad314.Peer-Reviewed Original ResearchTIBIAL METAPHYSEAL CONES COMBINED WITH SHORT STEMS PERFORM AS WELL AS LONG STEMS IN REVISION TOTAL KNEE ARTHROPLASTY
Batinica B, Bolam S, Zhu M, D'Arcy M, Peterson R, Young S, Monk A, Munro J. TIBIAL METAPHYSEAL CONES COMBINED WITH SHORT STEMS PERFORM AS WELL AS LONG STEMS IN REVISION TOTAL KNEE ARTHROPLASTY. Orthopaedic Proceedings 2023, 105-B: 38-38. DOI: 10.1302/1358-992x.2023.2.038.Peer-Reviewed Original Research
2022
Tibial metaphyseal cones combined with short stems perform as well as long stems in revision total knee arthroplasty
Batinica B, Bolam S, D'Arcy M, Zhu M, Monk A, Munro J. Tibial metaphyseal cones combined with short stems perform as well as long stems in revision total knee arthroplasty. Australian And New Zealand Journal Of Surgery 2022, 92: 2254-2260. PMID: 35754371, PMCID: PMC9539956, DOI: 10.1111/ans.17864.Peer-Reviewed Original Research