看看眼科中大型语言模型的新兴趋势
Ting Fang Tan1, Chrystie Quek1, Joy Wong1
1Singapore National Eye Centre, Singapore Eye Research Institute.
Current opinion in ophthalmology
|October 24, 2024
概括
大型语言模型 (LLM) 和生成性人工智能 (AI) 在眼科中显示出前景. 本综述将医生更新当前的LLM应用程序和新兴趋势,以改善眼科护理服务.
科学领域:
- 眼科医生 眼科 眼科
- 人工智能的人工智能
- 医疗信息学 医疗信息学
背景情况:
- 大型语言模型 (LLM) 和生成人工智能 (AI) 在眼科的整合正在迅速推进.
- 医生需要有关眼科护理中这些技术当前能力和应用的最新信息.
研究的目的:
- 为眼科大语言模型 (LLM) 和生成人工智能 (AI) 提供最新的审查.
- 探索当前的进展,并促进进一步的研究和应用,以提高眼科医疗保健的提供.
主要方法:
- 审查现有的文学在眼科LLM使用案例.
- 通常使用的LLM技术的概述.
- 分析眼科领域内生成性AI的新兴趋势.
主要成果:
- 生成型人工智能应用在眼科领域显示出巨大潜力.
- 目前的工作超越了基本的LLM功能,涉及到新的技术和更广泛的应用.
- 在各种与眼科有关的任务中观察到有前途的表现.
结论:
- 眼科越来越多地受益于LLM和生成AI的进步.
- 进一步探索LLM技术和应用对于优化眼科护理至关重要.
- 新兴趋势凸显了人工智能在眼科实践中的变革潜力.
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