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有没有GPT-4有神经恐惧症? 人工智能驱动的聊天机器人的定位和诊断准确性在临床视频中

Kristin Galetta¹, Ethan Meltzer²

¹Department of Neurology, Stanford University School of Medicine, Palo Alto, CA, United States of America.

Journal of the neurological sciences

|September 23, 2023

概括

像GPT-4这样的人工智能 (AI) 聊天机器人仅从文本中诊断神经病例的准确性有限. 需要进一步的开发和神经学特定的培训,才能有效地将AI纳入神经学中的临床.

科学领域:

神经学神经学
人工智能的人工智能
医学教育医学教育

背景情况:

人工智能 (AI) 聊天机器人越来越容易获得.
在临床神经病学中评估AI能力对于实践整合和教育至关重要.

研究的目的:

评估人工智能聊天机器人 (GPT-4) 在解决神经病例小片段方面的表现.
确定AI在神经学中的潜在临床应用和教育见解.

主要方法:

一项观察性研究测试了GPT-4的准确性在29个神经病例中.
评估局部化和差异诊断准确性,有或没有辅助临床数据.

主要成果:

在不到50%的时间里,GPT-4实现了正确的本地化,在辅助数据方面表现更差.
准确性在较轻的病例中更高;诊断准确性独立于定位能力.

结论:

GPT-4在神经病学的表现落后于其在其他医学领域的表现.
将人工智能聊天机器人集成到临床神经学中需要专门的,以神经学为重点的培训和教学.

关键词:

人工智能的人工智能是人工智能.临床神经学临床神经学在 GPT-4 中使用.神经恐惧症是一种神经恐惧症.

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