成功的脚手架:将学习与医疗教育中的生成人工智能结合起来
Magnus Boman1,2, Paul Jhun3, Mike Schaekermann3
1Karolinska Institutet, Stockholm, Sweden.
Medical teacher
|December 11, 2025
概括
医学教育中的生成人工智能 (GenAI) 不仅需要使用,还需要对其能力和局限性的批判性理解. 有效的整合促进了更深层次的学习,并为人工智能增强的未来准备了临床医生.
科学领域:
- 医疗教育 医学教育
- 人工智能的人工智能
- 数字健康数字健康
背景情况:
- 生成性人工智能 (GenAI) 为医学教育提供了巨大的潜力.
- 它的采用带来了挑战,需要仔细考虑有效和道德的实施.
- 与深度,弹性学习平衡效率至关重要.
研究的目的:
- 探索在教育中使用GenAI ("教育中的AI") 和理解AI基础 ("人工智能教育") 的双重维度.
- 分析GenAI的负担能力,并将其映射到医学教育应用中.
- 检查对课程设计和学习者基本能力的影响.
主要方法:
- 关于GenAI在医学教育中的作用的概念分析.
- 将GenAI的优势 (表现力,互动性,多模式性) 映射到教育体验中.
- 批判性地检查课程和能力要求.
主要成果:
- 基因人工智能越来越有用和复杂,需要整合"教育中的AI"和"人工智能中的教育".
- 基因AI支持增强的学习体验,如交互式辅导和模拟的患者互动.
- 有意义的基因人工智能利用需要对其局限性和伦理考虑的批判性意识.
结论:
- 在医学教育中有效的GenAI整合需要知情,反思和批判性的参与,而不仅仅是被动的使用.
- 需要重新想象的课程和能力来准备适应性,有道德基础的临床医生.
- 了解使用和学习GenAI之间的相互作用是开发AI增强医疗保健中的临床推理的关键.
相关概念视频
Nursing Process for Patient and Caregiver Teaching I: Assessment and Diagnosis
The nursing process provides a clinical decision-making framework for patients and families to establish and implement a personalized care plan. Since part of the nurse's duties is to teach patients, the steps of the nursing process are the most effective way to approach instruction. The nursing process and the teaching-learning process are inextricably linked.
It is critical to determine the patient's learning needs during the assessment. Determination of learning needs compounds data from the...
It is critical to determine the patient's learning needs during the assessment. Determination of learning needs compounds data from the...
Cognitive Learning
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
Purposive Learning
E. C. Tolman emphasized the purposiveness of behavior — the idea that much of our behavior is goal-directed. For instance, employees who aim for a promotion work diligently to meet their targets. Tolman argued that when classical conditioning and operant conditioning occur, the organism acquires certain expectations. In classical conditioning, a child might fear a dog because they expect it to bite. In operant conditioning, a person might consistently work overtime because they expect a bonus...
Learning Disabilities
Learning disabilities are cognitive disorders caused by neurological impairments that affect cognitive functions like language and reading, without indicating overall intellectual or developmental challenges. These disabilities differ from global intellectual or developmental disabilities as they are limited to distinct cognitive functions. Common learning disabilities include dysgraphia, dyslexia, and dyscalculia, each of which impacts unique aspects of learning.
Dyslexia
Dyslexia is a...
Dyslexia
Dyslexia is a...

