神经学研究和未来实践中的大型语言模型.
Michael F Romano1, Ludy C Shih1, Ioannis C Paschalidis1
1From the Department of Medicine (M.F.R., R.A., V.B.K.), Boston University Chobanian & Avedisian School of Medicine, MA; Department of Radiology and Biomedical Imaging (M.F.R.), University of California, San Francisco; Department of Neurology (L.C.S., R.A.), Boston University Chobanian & Avedisian School of Medicine; Department of Electrical and Computer Engineering (I.C.P.), Division of Systems Engineering, and Department of Biomedical Engineering; Faculty of Computing and Data Sciences (I.C.P., V.B.K.), Boston University; Department of Anatomy and Neurobiology (R.A.); The Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine; Department of Epidemiology, Boston University School of Public Health; Boston University Alzheimer's Disease Research Center (R.A.); and Department of Computer Science (V.B.K.), Boston University, MA.
大型语言模型 (LLM) 显示了神经学中分析医疗数据的前景,以早期诊断和改善患者护理. 研究人员必须应对道德和技术挑战,以实现负责任的实施.
科学领域:
- 人工智能的人工智能
- 神经学 神经学
- 医疗信息学 医疗信息学
背景情况:
- 生成型人工智能和大型语言模型 (LLM) 正在迅速发展.
- 法律学具有分析大量医疗记录数据的潜力.
- 神经学为人工智能驱动的洞察提供了许多机会.
研究的目的:
- 提供对神经病学LLM应用的视角.
- 探索LLM在神经护理中的使用案例.
- 确定和讨论与法学士相关的伦理和技术挑战.
主要方法:
- 概念分析和视角.概念分析和视角.
- 对医学数据分析中的潜在LLM应用进行审查.
- 讨论伦理和技术方面的考虑.
主要成果:
- 法律学士可以分析广泛的医疗数据,以获得神经学的见解.
- 潜在的使用案例包括早期诊断,患者支持和临床协助.
- 存在重大的伦理和技术挑战,包括隐私,数据安全,偏见和验证.
结论:
- LLM 具有显著的潜力,可以提高神经系统疾病的护理和治疗.
- 解决与数据隐私,安全,偏见和验证相关的挑战至关重要.
- 负责任的开发和实施是必要的,以利用LLM在神经学的好处.
更多相关视频
13:12Translational Brain Mapping at the University of Rochester Medical Center: Preserving the Mind Through Personalized Brain Mapping
Published on: August 12, 2019
05:47Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
相关概念视频
Language and Cognition
Higher Mental Functions of the Brain: Language
Language formation and comprehension take place in the dominant hemisphere. The dominant hemisphere is responsible for understanding the meaning of spoken, written, or sign language, as well as the ability to communicate. For most people, the left hemisphere is the dominant one. The right hemisphere, then, gives tone and emotional context to the...
