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Large Language Models in Medical Diagnostics: Scoping Review With Bibliometric Analysis
J Med Internet Res 2025;27:e72062
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When compared to prior deep learning–based approaches, our method significantly outperforms the BERT–deep neural network (DNN) model of Chen et al [43] in mortality prediction. Specifically, our LLM with RAG integration achieved a substantially higher macro F1-score (0.7222, 95% CI 0.6998-0.7446) compared to their model (0.307, 95% CI 0.269-0.342), indicating a superior balance between precision and recall across both mortality and survival classes.
J Med Internet Res 2025;27:e75052
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The degree list for author Chen Wang and the Corresponding Author’s degree were previously reported as:
Prof Dr Med
and
Corresponding Author: Chen Wang, Prof Dr Med
And have now been changed to:
MD
and
Corresponding Author: Chen Wang, MD.
Additionally, the degrees of authors Jinglei Cheng, Tianming Chen, Zihang Feng, and Zhuoyan Han have been deleted since they are undergraduate students.
J Med Internet Res 2025;27:e78147
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