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苏格拉底式人工智能学习 (SAIL):虚拟语音助理在学习骨科知识中的作用

Tuo Peter Li¹, Stewart Slocum², Arpan Sahoo³

¹Department of Orthopaedic Surgery; The Johns Hopkins University School of Medicine; Baltimore, Maryland.

Journal of surgical education

|September 17, 2024

概括

通过多种感官模式学习骨科知识,包括新的AI工具,显示了与传统方法相比的回忆能力. 这种人工智能驱动的学习可以补充居民和学生现有的学习技术.

科学领域:

医学教育医学教育
人工智能在医学中的应用
整形外科手术培训整形外科手术培训

背景情况:

对于骨科外科住院生和医学学生来说,传统的研究方法通常依赖于单一的感官模式.
提高知识回忆和识别对于有效的外科培训和患者护理至关重要.

研究的目的:

评估通过多种感官模式学习是否能提高骨科外科住院生和医学学生的知识回忆和识别.
评估与传统方法相比,新型虚拟学习助手苏格拉底式人工智能学习 (SAIL) 的有效性.

主要方法:

采用了一项随机对照研究,采用了受试者内部的重复测量设计.
参与者通过SAIL AI工具参与了为期10天的间隔重复训练,使用口头,打字和多选择响应模式.
通过多次间隔 (1天,1周,2个月) 的前测试和后测试来评估知识回忆和识别.

主要成果:

这三种学习模式 (口头学习,打字学习,多选择学习) 都表现出类似的知识回忆和识别率.
虽然参与者喜欢标准化考试的多选题,但他们表示有兴趣使用SAIL来补充他们的学习.
参与者认为SAIL可以提高书面和口头考试的表现.

结论:

SAIL虚拟学习助理与学习骨科核心知识的多选模式并不逊色.
赛尔是医学学员传统学习方法的宝贵补充工具.
这项技术支持医学知识的发展以及基于实践的学习和改进.

关键词:

自动简短答案分级的自动分级.自然语言处理自然语言处理.通过口头学习学习.骨科知识骨科知识虚拟助理技术是虚拟助理技术.

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