History, development, and principles of large language models: an introductory survey
Abstract Language models serve as a cornerstone in natural language processing, utilizing
mathematical methods to generalize language laws and knowledge for prediction and …
mathematical methods to generalize language laws and knowledge for prediction and …
ChatGPT: promise and challenges for deployment in low-and middle-income countries
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 …
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 …
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
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 …
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
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 …
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 …
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 …
are beginning to impact healthcare in a significant way. Could this new technology help …
A survey for large language models in biomedicine
Recent breakthroughs in large language models (LLMs) offer unprecedented natural
language understanding and generation capabilities. However, existing surveys on LLMs in …
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 …
communicate clinical information is an integral part of medical education. A crucial aspect of …
Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication
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 …
and predict postoperative outcome measures using a description of the procedure and a …