Author

Francesco Bruno

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Review Oct 2026

Diagnostic accuracy of artificial intelligence (AI)-based models for acute myocardial infarction: a systematic review and meta-analysis.

AIMS Despite continuous improvements in diagnostic tools, the diagnosis of acute myocardial infarction (AMI) is still based on electrocardiogram (ECG) and cardiac biomarkers supported by other non-invasive imaging techniques. However, ECG has limited sensitivity, while high-sensitivity troponin assays may show reduced...

F. Giacobbe, O. de Filippo, M. Petracca et al. · Cardiovascular Research · 0 citations

Review Open access Sep 2026

Incidence and Predictors of Complications After Transcatheter Aortic Valve Implantation According to VARC-3 Criteria: A Systematic Review and Meta-Analysis.

BACKGROUND Despite continuous advancements in devices and techniques, transcatheter aortic valve implantation remains associated with complications impacting outcomes. In 2021, the Valve Academic Research Consortium (VARC) introduced the VARC-3 criteria to better classify procedural complications. METHODS We conducte...

F. Giacobbe, Francesco Bruno, M. Brero et al. · Journal of the American Hear... · 0 citations

Review Jul 2026

Large language models in sports cardiology: Challenges, governance, and human-in-the-loop integration.

It is argued that current evaluation paradigms inadequately capture the uncertainty-intensive nature of athlete cardiovascular assessment and proposed the text-proxy paradigm, a governance-oriented framework in which LLMs operate as semantic integration layers that process clinician-verified and structured outputs gene...

Stefano Palermi, A. Saglietto, F. d'Ascenzo et al. · Progress in cardiovascular d... · 0 citations