Application of the medicine GPT model in diagnosing rare diseases in the emergency department

Conclusions: Medicine GPT demonstrated substantial diagnostic accuracy for rare emergency department presentations, indicating potential to enhance clinical decision-making. It may serve as a foundation for refining future AI models in real-world settings, but always should remain only as an assistive tool for professional clinical judgment.

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Publication Details

Journal
Polski Merkuriusz Lekarski
Published
2025-12-01
DOI
https://doi.org/10.36740/merkur202506118
Primary Topic
Genomics and Rare Diseases
Type
article
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article

Application of the medicine GPT model in diagnosing rare diseases in the emergency department

Adrian Kozieł, Zofia Kurek, Aleksander Jentkiewicz, Esmail Haj Obeid et al.
Polski Merkuriusz Lekarski
Genomics and Rare Diseases
article

Application of the medicine GPT model in diagnosing rare diseases in the emergency department

Adrian Kozieł, Zofia Kurek, Aleksander Jentkiewicz, Esmail Haj Obeid, Jakub Ulrych, Michał Krasowski, Alicja Kalinowska, Wiktoria Pietras, Jan Krupa, Maciej Malinowski
article en

Abstract

Conclusions: Medicine GPT demonstrated substantial diagnostic accuracy for rare emergency department presentations, indicating potential to enhance clinical decision-making. It may serve as a foundation for refining future AI models in real-world settings, but always should remain only as an assistive tool for professional clinical judgment.

Polski Merkuriusz LekarskiVol. 53(6)
Poznan University of Medical Sciences (PL), Medical University of Warsaw (PL)
Peace, Justice and strong institutions
Openalex Percentile: Top 22%
Genomics and Rare Diseases
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