[HTML][HTML] ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope

PP Ray - Internet of Things and Cyber-Physical Systems, 2023 - Elsevier
In recent years, artificial intelligence (AI) and machine learning have been transforming the
landscape of scientific research. Out of which, the chatbot technology has experienced …

The future landscape of large language models in medicine

J Clusmann, FR Kolbinger, HS Muti, ZI Carrero… - Communications …, 2023 - nature.com
Large language models (LLMs) are artificial intelligence (AI) tools specifically trained to
process and generate text. LLMs attracted substantial public attention after OpenAI's …

Toward expert-level medical question answering with large language models

K Singhal, T Tu, J Gottweis, R Sayres, E Wulczyn… - Nature Medicine, 2025 - nature.com
Large language models (LLMs) have shown promise in medical question answering, with
Med-PaLM being the first to exceed a 'passing'score in United States Medical Licensing …

Llava-med: Training a large language-and-vision assistant for biomedicine in one day

C Li, C Wong, S Zhang, N Usuyama… - Advances in …, 2024 - proceedings.neurips.cc
Conversational generative AI has demonstrated remarkable promise for empowering
biomedical practitioners, but current investigations focus on unimodal text. Multimodal …

[HTML][HTML] Large language models encode clinical knowledge

K Singhal, S Azizi, T Tu, SS Mahdavi, J Wei, HW Chung… - Nature, 2023 - nature.com
Large language models (LLMs) have demonstrated impressive capabilities, but the bar for
clinical applications is high. Attempts to assess the clinical knowledge of models typically …

ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health

L De Angelis, F Baglivo, G Arzilli, GP Privitera… - Frontiers in public …, 2023 - frontiersin.org
Large Language Models (LLMs) have recently gathered attention with the release of
ChatGPT, a user-centered chatbot released by OpenAI. In this perspective article, we retrace …

Large language models encode clinical knowledge

K Singhal, S Azizi, T Tu, SS Mahdavi, J Wei… - arxiv preprint arxiv …, 2022 - arxiv.org
Large language models (LLMs) have demonstrated impressive capabilities in natural
language understanding and generation, but the quality bar for medical and clinical …

A generalist vision–language foundation model for diverse biomedical tasks

K Zhang, R Zhou, E Adhikarla, Z Yan, Y Liu, J Yu… - Nature Medicine, 2024 - nature.com
Traditional biomedical artificial intelligence (AI) models, designed for specific tasks or
modalities, often exhibit limited flexibility in real-world deployment and struggle to utilize …

[HTML][HTML] Attention is not all you need: the complicated case of ethically using large language models in healthcare and medicine

S Harrer - EBioMedicine, 2023 - thelancet.com
Summary Large Language Models (LLMs) are a key component of generative artificial
intelligence (AI) applications for creating new content including text, imagery, audio, code …

Autonomous chemical research with large language models

DA Boiko, R MacKnight, B Kline, G Gomes - Nature, 2023 - nature.com
Transformer-based large language models are making significant strides in various fields,
such as natural language processing,,,–, biology,, chemistry,–and computer programming …