Comparative evaluation of six large language models in transfusion medicine: Addressing language and domain‐specific challenges

GPT-4 and GPT-4o exhibited robust and reliable performance across a range of transfusion medicine topics. Nonetheless, inter-model and inter-language variability highlights the need for targeted fine-tuning, particularly in the context of local regulatory and ethical frameworks, to support safe and context-appropriate implementation in clinical practice.

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Publication Details

Journal
Vox Sanguinis
Published
2025-05-23
DOI
https://doi.org/10.1111/vox.70050
Citations
2
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
1.31
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article

Comparative evaluation of six large language models in transfusion medicine: Addressing language and domain‐specific challenges

Jong Kwon Lee, Duck Cho, Sholhui Park, Sooin Choi et al.
2 citations
Vox Sanguinis
Artificial Intelligence in Healthcare and Education
1.31
article

Comparative evaluation of six large language models in transfusion medicine: Addressing language and domain‐specific challenges

Jong Kwon Lee, Duck Cho, Sholhui Park, Sooin Choi, Jaejoon Lee, Sang‐Hyun Hwang
article en
2 citations

Abstract

GPT-4 and GPT-4o exhibited robust and reliable performance across a range of transfusion medicine topics. Nonetheless, inter-model and inter-language variability highlights the need for targeted fine-tuning, particularly in the context of local regulatory and ethical frameworks, to support safe and context-appropriate implementation in clinical practice.

Vox Sanguinis
Ulsan College (KR), Ewha Womans University (KR), Soonchunhyang University (KR), Asan Medical Center (KR), Samsung Medical Center (KR), University of Ulsan (KR), Bucheon University (KR), Sungkyunkwan University (KR)
Quality Education
Openalex Percentile: Top 16%
Artificial Intelligence in Healthcare and Education
1.31
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