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https://www.jmir.org/2025/1/e78625/

Journal of Medical Internet Research - Evaluating Large Language Models and Retrieval-Augmented...

Background: Cardiovascular disease (CVD) remains the leading cause of death worldwide, yet many web-based sources on cardiovascular (CV) health are...

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https://jmir.org/2025/1/e69284/citations

Journal of Medical Internet Research - The Applications of Large Language Models in Mental Health:...

Background: Mental health is emerging as an increasingly prevalent public issue globally. There is an urgent need in mental health for efficient detection...

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https://openreview.net/forum?id=EU9U8WViem&referrer=%5Bthe%20profile%20of%20Maria%20Vakalopoulou%5D(%2Fprofile%3Fid%3D~Maria_Vakalopoulou1)

Full Conformal Adaptation of Medical Vision-Language Models | OpenReview

Vision-language models (VLMs) pre-trained at large scale have shown unprecedented transferability capabilities and are being progressively integrated into...

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https://aclanthology.org/2024.emnlp-main.677/

Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? - ACL...

Daniel P Jeong, Saurabh Garg, Zachary Chase Lipton, Michael Oberst. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing....

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https://www.jmir.org/2025/1/e76265

Journal of Medical Internet Research - Leveraging Large Language Models to Identify...

Background: Electronic cigarette (e-cigarette) use is prevalent in youth and young adults in the US. TikTok, a popular social media platform among youth and...

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https://openreview.net/forum?id=ZjQ04tsRQl&referrer=%5Bthe%20profile%20of%20Adam%20Mahdi%5D(%2Fprofile%3Fid%3D~Adam_Mahdi1)

Do Large Language Models have Shared Weaknesses in Medical Question Answering? | OpenReview

Large language models (LLMs) have made rapid improvement on medical benchmarks, but their unreliability remains a persistent challenge for safe real-world...

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https://www.jmir.org/2025/1/e54601

Journal of Medical Internet Research - Using Large Language Models to Detect and Understand Drug...

Background: The implementation of large language models (LLMs), such as BART (Bidirectional and Auto-Regressive Transformers) and GPT-4, has revolutionized the...

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https://jmir.org/2024/1/e59505/citations

Journal of Medical Internet Research - Multimodal Large Language Models in Health Care:...

In the complex and multidimensional field of medicine, multimodal data are prevalent and crucial for informed clinical decisions. Multimodal data span a broad...

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https://www.jmir.org/2025/1/e64452/

Journal of Medical Internet Research - Performance of Large Language Models in Numerical Versus...

Background: Clinical problem-solving requires processing of semantic medical knowledge such as illness scripts and numerical medical knowledge of diagnostic...

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https://openreview.net/forum?id=9d6IOxpHnk&referrer=%5Bthe%20profile%20of%20Matteo%20Pagliardini%5D(%2Fprofile%3Fid%3D~Matteo_Pagliardini1)

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models | OpenReview

Large language models (LLMs) can potentially democratize access to medical knowledge. While many efforts have been made to harness and improve LLMs' medical...

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https://arxiv.org/abs/2412.10848

[2412.10848] Large Language Models for Medical Forecasting -- Foresight 2

Abstract page for arXiv paper 2412.10848: Large Language Models for Medical Forecasting -- Foresight 2

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https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0001001

Evaluating anti-LGBTQIA+ medical bias in large language models | PLOS Digital Health

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https://www.jmir.org/2025/1/e64452/tweetations

Journal of Medical Internet Research - Performance of Large Language Models in Numerical Versus...

Background: Clinical problem-solving requires processing of semantic medical knowledge such as illness scripts and numerical medical knowledge of diagnostic...

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https://huggingface.co/papers/2407.11536

Paper page - Fine-Tuning Medical Language Models for Enhanced Long-Contextual Understanding and...

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https://www.jmir.org/2025/1/e67383

Journal of Medical Internet Research - Perspectives and Experiences With Large Language Models in...

Background: Large language models (LLMs) are transforming how data is used, including within the health care sector. However, frameworks including the Unified...

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