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. 2023 Dec 4;19(10):e798-e801.
doi: 10.4244/EIJ-D-23-00461.

Towards AI-assisted cardiology: a reflection on the performance and limitations of using large language models in clinical decision-making

Affiliations

Towards AI-assisted cardiology: a reflection on the performance and limitations of using large language models in clinical decision-making

Adil Salihu et al. EuroIntervention. .
No abstract available

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Conflict of interest statement

The authors have no conflicts of interest to declare.

Figures

Figure 1
Figure 1. First clinical vignette submitted to ChatGPT.
EuroSCORE: European System for Cardiac Operative Risk Evaluation; LAD: left anterior descending; NYHA: New York Heart Association; STS: Society of Thoracic Surgeons
Figure 2
Figure 2. Second clinical vignette submitted to ChatGPT.
CAD: coronary artery disease; CT: computed tomography; LAD: left anterior descending; NYHA: New York Heart Association; PCI: percutaneous coronary intervention; PET: positron emission tomography

References

    1. Lee P, Bubeck S, Petro J. Benefits, Limits, and Risks of GPT-4 as an AI Chatbot for Medicine. N Engl J Med. 2023;388:1233–9. - PubMed
    1. Mahendiran T, Thanou D, Senouf O, Meier D, Dayer N, Aminfar F, Auberson D, Raita O, Frossard P, Pagnoni M, Cook S, De Bruyne, Muller O, Abbé E, Fournier S. Deep learning-based prediction of future myocardial infarction using invasive coronary angiography: a feasibility study. Open Heart. 2023;10:e002237. - PMC - PubMed
    1. Skalidis I, Cagnina A, Luangphiphat W, Mahendiran T, Muller O, Abbe E, Fournier S. ChatGPT takes on the European Exam in Core Cardiology: an artificial intelligence success story? Eur Heart J Digit Health. 2023;4:279–81. - PMC - PubMed
    1. Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, Kaiser L, Polosukhin I. Attention Is All You Need. In: Guyon I, Von Luxburg U, Bengio S, Wallach H, Fergus R, Vishwanathan S, Garnett R, editors. Advances in Neural Information Processing Systems 30 (Nips 2017). 2017. [26 june 2023]. https://papers.nips.cc/paper_files/paper/2017/file/3f5ee243547dee91fbd05....
    1. Maron DJ, Hochman JS, Reynolds HR, Bangalore S, O’Brien SM, Boden WE, Chaitman BR, Senior R, López-Sendón J, Alexander KP, Lopes RD, Shaw LJ, Berger JS, Newman JD, Sidhu MS, Goodman SG, Ruzyllo W, Gosselin G, Maggioni AP, White HD, Bhargava B, Min JK, Mancini GBJ, Berman DS, Picard MH, Kwong RY, Ali ZA, Mark DB, Spertus JA, Krishnan MN, Elghamaz A, Moorthy N, Hueb WA, Demkow M, Mavromatis K, Bockeria O, Peteiro J, Miller TD, Szwed H, Doerr R, Keltai M, Selvanayagam JB, Steg PG, Held C, Kohsaka S, Mavromichalis S, Kirby R, Jeffries NO, Harrell FE, Jr, Rockhold FW, Broderick S, Ferguson TB, Jr, Williams DO, Harrington RA, Stone GW, Rosenberg Y ISCHEMIA Research Group. Initial Invasive or Conservative Strategy for Stable Coronary Disease. N Engl J Med. 2020;382:1395–407. - PMC - PubMed

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