History, development, and principles of large language models: an introductory survey

Z Wang, Z Chu, TV Doan, S Ni, M Yang, W Zhang - AI and Ethics, 2024 - Springer
Abstract Language models serve as a cornerstone in natural language processing, utilizing
mathematical methods to generalize language laws and knowledge for prediction and …

ChatGPT: promise and challenges for deployment in low-and middle-income countries

X Wang, HM Sanders, Y Liu, K Seang… - The Lancet Regional …, 2023 - thelancet.com
In low-and middle-income countries (LMICs), the fields of medicine and public health
grapple with numerous challenges that continue to hinder patients' access to healthcare …

Performance evaluation of ChatGPT, GPT-4, and Bard on the official board examination of the Japan Radiology Society

Y Toyama, A Harigai, M Abe, M Nagano… - Japanese Journal of …, 2024 - Springer
Purpose Herein, we assessed the accuracy of large language models (LLMs) in generating
responses to questions in clinical radiology practice. We compared the performance of …

(A) I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible LLM Policies for Legal Advice

I Cheong, K **a, KJK Feng, QZ Chen… - The 2024 ACM …, 2024 - dl.acm.org
Large language models (LLMs) are increasingly capable of providing users with advice in a
wide range of professional domains, including legal advice. However, relying on LLMs for …

Biomedlm: A 2.7 b parameter language model trained on biomedical text

E Bolton, A Venigalla, M Yasunaga, D Hall… - arxiv preprint arxiv …, 2024 - arxiv.org
Models such as GPT-4 and Med-PaLM 2 have demonstrated impressive performance on a
wide variety of biomedical NLP tasks. However, these models have hundreds of billions of …

A survey on deep learning in medical ultrasound imaging

K Song, J Feng, D Chen - Frontiers in Physics, 2024 - frontiersin.org
Ultrasound imaging has a history of several decades. With its non-invasive, low-cost
advantages, this technology has been widely used in medicine and there have been many …

Generative artificial intelligence, patient safety and healthcare quality: a review

MD Howell - BMJ Quality & Safety, 2024 - qualitysafety.bmj.com
The capabilities of artificial intelligence (AI) have accelerated over the past year, and they
are beginning to impact healthcare in a significant way. Could this new technology help …

A survey for large language models in biomedicine

C Wang, M Li, J He, Z Wang, E Darzi, Z Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent breakthroughs in large language models (LLMs) offer unprecedented natural
language understanding and generation capabilities. However, existing surveys on LLMs in …

[HTML][HTML] Assessing the ability of a large language model to score free-text medical student clinical notes: quantitative study

HB Burke, A Hoang, JO Lopreiato, H King… - JMIR Medical …, 2024 - mededu.jmir.org
Background Teaching medical students the skills required to acquire, interpret, apply, and
communicate clinical information is an integral part of medical education. A crucial aspect of …

Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

P Chung, CT Fong, AM Walters, N Aghaeepour… - JAMA …, 2024 - jamanetwork.com
Importance General-domain large language models may be able to perform risk stratification
and predict postoperative outcome measures using a description of the procedure and a …