医学教育中的人工智能:对有效性和未来方向的证据的全面审查
Kody Shaw1, Marcus A Henning1, Craig S Webster1
1Centre for Medical and Health Sciences Education, School of Medicine, University of Auckland, Auckland, New Zealand.
Medical science educator
|July 8, 2025
概括
人工智能 (AI) 显示出临床前景,但对医学教育的影响有限. 需要进一步的研究来验证AI.
科学领域:
- 医学教育 医学教育
- 人工智能的人工智能
- 医疗保健技术 技术 医疗保健 技术
背景情况:
- 人工智能 (AI) 显示出显著的临床潜力.
- 人工智能在医学教育中的整合仍然有限.
- 了解人工智能在医疗培训中的当前和未来作用至关重要.
研究的目的:
- 探索AI在医学教育中的应用.
- 评估医疗培训中人工智能的现有证据.
- 考虑人工智能在这个领域的未来潜在应用.
主要方法:
- 进行了对同行评审文章的范围审查.
- 从2010年到2022年搜索的主要数据库 (PubMed,MEDLINE,SCOPUS,谷歌学者).
- 识别和分析了42篇相关文章.
主要成果:
- 出现了四个主要主题:外科技能评估,放射学培训,交互式学习和文本解释.
- 当前的人工智能应用程序增强了手术模拟和交互式学习体验.
- 人工智能工具显示出开发个性化教育辅助工具的潜力.
结论:
- 医学教育中的早期人工智能应用是有希望的.
- 关于教育和临床结果的证据目前有限.
- 未来的研究应该集中在更大的试验中验证的结果上,以确认可概括性和解决AI的局限性.
更多相关视频
03:14Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
Published on: December 6, 2024
692
05:47Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
587
相关概念视频
01:30Current Trends in Nursing II
1.4K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.4K
01:29Issues And Trends In Healthcare Delivery System
5.9K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.9K