AI 中文总结
本文综述了大型语言模型在医学中的应用趋势，探讨其研究潜力与临床实践中的机遇和挑战。
AI 中文摘要
近年来，人工智能（AI）在医学研究和临床实践中的使用与适用性在文献中受到越来越多的关注。大型语言模型（LLMs）的出现，扩展了关于AI在医疗保健中应用的讨论。虽然传统上基于深度学习的医学AI应用往往集中于特定且明确的任务，但LLMs在处理可用数据方面提供了更广泛的能力和灵活性。在撰写本文时，将LLMs整合到医疗环境中引发了关于其可靠性、准确性、透明度、安全性以及在医疗环境中适当角色的重要问题。本文介绍并讨论了近期关于LLMs在医学中应用的演讲和文章，特别强调其在研究和临床实践中的潜在效用。本文既考虑了这些技术带来的机遇，也考虑了与其实施相关的挑战，旨在为LLMs在医学领域当前和新兴角色提供一种视角。
英文摘要
The use and applicability of artificial intelligence (AI) in medical research and clinical practice has received increasing attention in the literature over recent years. The emergence of large language models (LLMs) has expanded discussions in regards to applications of AI within healthcare. While traditional deep learning based AI applications in medicine have often focused on specific and defined tasks, LLMs offer broader capabilities and flexibility in working with available data,. At the same time of writing, the integration of LLMs into medical settings raises important questions regarding their reliability, accuracy, transparency, safety, and appropriate role in a medical setting. This text presents and discusses recent talks and articles concerning the application of LLMs in medicine, with particular emphasis on their potential utility in research and clinical practice. It considers both the opportunities offered by these technologies and the challenges associated with their implementation, aiming to provide a perspective on the current and emerging role of LLMs within the medical field.
Comments7 pages, aimed to be a blogpost of the current state of the medical LLM field
