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Author

Nurgül Keser

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Review Open access Sep 2026

Artificial Intelligence in Cardiology: An Evidence Map Across Subspecialties, 2014–2026

Artificial intelligence (AI) is increasingly being applied in healthcare, including cardiology, with growing interest in its potential to support diagnosis, prognosis, and clinical decision-making. The rapid pace of technological advancements is not matched by equivalent progress in the regulation and appraisal of th...

Łukasz Kołtowski, M. Basza, M. Soliński et al. · 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. · 0 citations

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