牙科本科生对机器学习和人工智能的知识和意识:一个问卷调查调查
1Department of Biomedical Dental Sciences, Faculty of Dentistry, Al-Baha University, Al-Aqiq Campus, Kingdom of Saudi Arabia.
Journal of pharmacy & bioallied sciences
|October 30, 2025
概括
牙科学生对人工智能 (AI) 和机器学习 (ML) 的认识有限. 将人工智能教育纳入牙科课程对于未来的实践准备至关重要.
科学领域:
- 牙科教育 牙科教育
- 医疗信息学 医疗信息学
- 人工智能在牙科中的应用
背景情况:
- 人工智能 (AI) 和机器学习 (ML) 的快速发展为包括牙科在内的各个领域带来了新的机遇和挑战.
- 了解未来牙科专业人员对AI和ML的当前意识和知识水平对于课程开发至关重要.
研究的目的:
- 评估本科牙科学生对人工智能 (AI) 和机器学习 (ML) 的认识和知识.
- 根据学术进展 (临床前与临床前) 来识别AI/ML知识中的任何差异.
主要方法:
- 对400名牙科本科生进行了横截面问卷调查.
- 该调查收集了学生人口统计数据,他们对AI和ML概念的熟悉程度,以及他们对牙科人工智能的态度.
- 统计分析包括描述性统计和千平方测试来比较知识水平.
主要成果:
- 虽然67%的学生听说过人工智能,但只有35%的人熟悉ML.
- 与临床前学生相比,临床学生的AI和ML知识显著提高 (P <0.01).
- 大多数人 (75%) 承认人工智能在牙科领域的潜力,但只有40%的人在没有额外培训的情况下使用人工智能工具感到有能力,而55%的人担心人工智能会取代牙医.
结论:
- 牙科学生对AI和ML的理解存在一个显著的差距.
- 显然需要将AI和ML教育纳入牙科学校课程.
- 增强的AI/ML教育将更好地为牙科毕业生提供牙科领域不断变化的技术环境.
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