生成型人工智能:对生物医学和卫生专业的影响 教育 教育
1Division of Informatics, Clinical Epidemiology and Translational Science, Department of Medicine, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA;
Annual review of biomedical data science
|April 9, 2025
概括
生成型人工智能 (AI),特别是大型语言模型 (LLM),在健康教育中表现有前途,但需要仔细实施,以确保为专业实践获得技能.
科学领域:
- 生物医学与健康 生物医学与健康
- 教育中的人工智能
背景情况:
- 由大型语言模型 (LLM) 驱动的生成人工智能,正在越来越多地影响生物医学和卫生部门.
- 士在模拟医学检查,临床问题答案和案例解决方面展示了人类水平的表现.
研究的目的:
- 审查LLM在健康教育中的成功和挑战.
- 为教育LLM整合提供最佳实践建议.
主要方法:
- 对生物医学和健康教育中生成性AI应用的文献综述.
- 在学术环境和专业技能发展中分析LLM绩效.
主要成果:
- 在健康教育中,LLM在学术评估和信息总结方面表现出色.
- 关键的挑战包括对专业工作的知识和技能获得的潜在负面影响.
结论:
- 尽管面临挑战,但对生成人工智能的理解和能力对于所有健康和其他领域的学生和教师至关重要.
- 需要最佳实践来减轻风险,并最大限度地提高在教育中的LLMs的好处.
相关概念视频
Non-equilibrium in the Cell
4.1K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.1K
Issues And Trends In Healthcare Delivery System
5.5K
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...
5.5K
What is Genetic Engineering?
72.8K
Overview
72.8K
Current Trends in Nursing II
1.2K
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,...
1.2K
Human Genetics
485
Human genetics provides a profound framework for understanding the interplay between genetic predispositions and human psychology. At the heart of this discipline lies the study of how genes influence physical traits, behaviors, and susceptibility to diseases. Each person carries a unique genetic code that subtly or significantly shapes their psychological and behavioral landscape.
The complex relationship between genetics and psychology is observable through common biological components such...
The complex relationship between genetics and psychology is observable through common biological components such...
485
Whole Body Regeneration
3.3K
Regeneration is the process of restoring injured or lost tissues, organs, or body parts. While simpler organisms generally show greater ability to regenerate their whole body, few complex animals show similarly exceptional regeneration. For example, planarian flatworms have a unique regenerative potential making them a popular study organism among biologists to understand the mechanisms of whole body regeneration. Other organisms, such as hydra, also show extreme regeneration potential;...
3.3K


