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

Stefano Palermi, Andrea Saglietto, Fabrizio D'Ascenzo, Gaetano Maria De Ferrari, Francesco Bruno, Gary Tse, Sevda Ece Kizilkiliç, Fleur Tjong, Samuel Ruiperez Campillo, Nurgul Keser, Stefan Busnatu, Maria Marketou, Florian A. Wenzl, Marco Vecchiato, Joao Matteo Rampone

Open source

DOI
10.1016/j.pcad.2026.07.005
Published
2026-07
Container
Progress in Cardiovascular Diseases
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.pcad.2026.07.005,
  title = {Large language models in sports cardiology: Challenges, governance, and human-in-the-loop integration},
  author = {Stefano Palermi and Andrea Saglietto and Fabrizio D'Ascenzo and Gaetano Maria De Ferrari and Francesco Bruno and Gary Tse and Sevda Ece Kizilkiliç and Fleur Tjong and Samuel Ruiperez Campillo and Nurgul Keser and Stefan Busnatu and Maria Marketou and Florian A. Wenzl and Marco Vecchiato and Joao Matteo Rampone},
  year = {2026},
  journal = {Progress in Cardiovascular Diseases},
  doi = {10.1016/j.pcad.2026.07.005},
  url = {https://doi.org/10.1016/j.pcad.2026.07.005}
}

RIS

TY  - JOUR
TI  - Large language models in sports cardiology: Challenges, governance, and human-in-the-loop integration
AU  - Stefano Palermi
AU  - Andrea Saglietto
AU  - Fabrizio D'Ascenzo
AU  - Gaetano Maria De Ferrari
AU  - Francesco Bruno
AU  - Gary Tse
AU  - Sevda Ece Kizilkiliç
AU  - Fleur Tjong
AU  - Samuel Ruiperez Campillo
AU  - Nurgul Keser
AU  - Stefan Busnatu
AU  - Maria Marketou
AU  - Florian A. Wenzl
AU  - Marco Vecchiato
AU  - Joao Matteo Rampone
PY  - 2026
JO  - Progress in Cardiovascular Diseases
DO  - 10.1016/j.pcad.2026.07.005
UR  - https://doi.org/10.1016/j.pcad.2026.07.005
ER  - 

APA

Palermi, S., Saglietto, A., D'Ascenzo, F., Ferrari, G. M. D., Bruno, F., Tse, G., Kizilkiliç, S. E., Tjong, F., Campillo, S. R., Keser, N., Busnatu, S., Marketou, M., Wenzl, F. A., Vecchiato, M., & Rampone, J. M. (2026). Large language models in sports cardiology: Challenges, governance, and human-in-the-loop integration. Progress in Cardiovascular Diseases. https://doi.org/10.1016/j.pcad.2026.07.005

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