Comparative analysis of diagnostic accuracy in adult congenital heart disease: A study of three physician groups and ChatGPT

This research letter evaluates the diagnostic accuracy of three physician groups-pediatric cardiologists, adult congenital heart disease (ACHD) specialists, and general cardiologists-and compares it to the performance of an AI (Artificial Intelligence) LLM model. Based on eight targeted questions in adult congenital heart disease, the analysis highlights significant disparities in correct answer rates, with congenital specialists achieving the highest accuracy and the AI model - the lowest.

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Publication Details

Journal
International Journal of Cardiology Congenital Heart Disease
Published
2024-10-05
DOI
https://doi.org/10.1016/j.ijcchd.2024.100547
Citations
2
Primary Topic
Congenital Heart Disease Studies
Type
article
Field-Weighted Citation Impact
0.77
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article

Comparative analysis of diagnostic accuracy in adult congenital heart disease: A study of three physician groups and ChatGPT

Rafael Hirsch, Ayelet Machtei, Edward Itelman, Nili Schamroth Pravda et al.
2 citations
International Journal of Cardiology Congenital Heart Disease
Congenital Heart Disease Studies
0.77
article

Comparative analysis of diagnostic accuracy in adult congenital heart disease: A study of three physician groups and ChatGPT

Rafael Hirsch, Ayelet Machtei, Edward Itelman, Nili Schamroth Pravda, Einat Birk
article en
2 citations

Abstract

This research letter evaluates the diagnostic accuracy of three physician groups-pediatric cardiologists, adult congenital heart disease (ACHD) specialists, and general cardiologists-and compares it to the performance of an AI (Artificial Intelligence) LLM model. Based on eight targeted questions in adult congenital heart disease, the analysis highlights significant disparities in correct answer rates, with congenital specialists achieving the highest accuracy and the AI model - the lowest.

International Journal of Cardiology Congenital Heart DiseaseVol. 18
Tel Aviv University (IL), Tel Aviv Sourasky Medical Center (IL), Rabin Medical Center (IL), Meyer Children's Hospital (IL)
Good health and well-being
Openalex Percentile: Top 25%
Congenital Heart Disease Studies
0.77
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Comparative analysis of diagnostic accuracy in adult congenital heart disease: A study of three physician groups and ChatGPT — Rafael Hirsch, Ayelet Machtei, et al. · International Journal of Cardiology Congenital Heart Disease (2024) | TGRS Research Map | TGRS