放射学中的大型语言模型:基础,应用,伦理考虑,风险和未来方向
Tugba Akinci D'Antonoli1, Arnaldo Stanzione2, Christian Bluethgen3
1Cantonal Hospital Baselland, Institute of Radiology and Nuclear Medicine, Liestal, Switzerland
Diagnostic and interventional radiology (Ankara, Turkey)
|October 4, 2023
概括
大型语言模型 (LLM) 正在彻底改变医学和放射学. 这篇评论涵盖了LLM的基础知识,应用和放射科医生安全采用这种AI技术的风险.
科学领域:
- 人工智能在医学中的应用
- 放射学 信息学 信息学
背景情况:
- 人工智能 (AI) 的快速发展,特别是大型语言模型 (LLM),在医疗领域带来了新的机遇和挑战.
- 越来越多的研究正在探索LLMs在放射学中的整合.
研究的目的:
- 为放射科医生提供与他们的实践相关的LLM的基本理解.
- 讨论LLM在放射学中的潜在应用,益处,风险和伦理考虑.
主要方法:
- 这是一篇综述文章,综合了关于LLMs的当前知识.
- 涵盖的关键概念包括LLM历史,技术基础,提示工程和ChatGPT等特定模型.
主要成果:
- 士课程在放射学中提供了多样化的应用,从图像分析到报告生成.
- 潜在的好处包括提高效率和诊断准确度,但风险和道德问题需要仔细考虑.
结论:
- 放射科医生需要了解LLM的基本原理,应用和相关风险,以便安全有效地实施.
- 熟悉LLM对于导航放射学AI的未来至关重要.
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