医疗学生和生殖性AI患者之间的聊天对话中与避孕相关的主题:自然语言处理分析
Titta Vilanti1, Kaisu Luiro2,3, Inari Dahlqvist4
1Teaching and Learning Services, University Services, Faculty of Medicine, University of Helsinki, Haartmaninkatu 8, Helsinki, 00014, Finland. titta.vilanti@helsinki.fi.
BMC medical education
|October 22, 2025
概括
医疗学生有效地练习了与AI患者讨论避孕,涵盖了诸如禁忌和方法等关键话题. 这项研究强调了生成性AI.
科学领域:
- 数字健康数字健康
- 医学教育 医学教育
- 人工智能的人工智能
背景情况:
- 快速的技术进步为数字医疗保健服务提供了新的途径,包括性健康和生殖健康.
- 在数字平台上进行有效的沟通对医疗保健专业人员来说是一个挑战.
- 增强医疗保健提供者-患者聊天互动中的生成人工智能的作用需要进一步了解.
研究的目的:
- 探索与避孕相关的主题,在医疗学生和AI患者之间的聊天对话中讨论.
- 评估人工智能模拟在实践临床沟通技能的有用性.
主要方法:
- 一项涉及五年级医学学生 (n=24) 和毕业助产士学生 (n=20) 的横截面研究.
- 利用CurreChat接口进行AI模拟的聊天对话.
- 使用自然语言处理 (NLP) 和自动化文本分析来检查对话内容.
主要成果:
- 学生与AI患者进行了基本避孕讨论.
- 对话主题包括禁忌 (114例),避孕方法 (93例) 和吸烟 (80例).
- 讨论的主题与MeSH术语和当前护理指南一致.
结论:
- 生成式人工智能聊天模拟可以显著改善医疗保健专业人员在避孕方面的教育.
- 有效的提示策略对于最大化AI聊天交互的好处至关重要.
- NLP是分析医疗保健对话的合适方法,需要更广泛的应用.
相关概念视频
Patient-centered Care
2.9K
Patient-centered care involves delivering care beyond inpatient hospitalization. Reflective practice can enhance a patient-centered approach. Reflective practice is a process of reasoning that considers all aspects of the present situation, including practicalities, learning from personal practice, and consideration of patient needs. Patients appreciate care decisions made while considering their input. Involving the patient in their care provides the patient with a sense of contribution rather...
2.9K
Issues And Trends In Healthcare Delivery System
6.1K
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...
6.1K
Health Information Technology and Healthcare Information System
3.3K
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
3.3K
Preventive Healthcare Services
1.8K
Preventive healthcare services keep people healthy via frequent check-ups, screening, and counseling. They primarily aid in disease prevention rather than treating an acute or chronic illness. Preventive treatment also keeps individuals productive and energetic, allowing them to work well into their retirement years. Examples of preventive care services include:
1.8K
Current Trends in Nursing II
3.3K
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,...
3.3K
Healthcare Associated Infections I: Iatrogenic, Exogenic and Endogenic
5.3K
Healthcare-associated infections (HAIs) occur in a healthcare facility while a person receives care for another ailment. This category also includes work-related infections among healthcare staff.
HAIs significantly increase the cost of health care. Extended stays in healthcare institutions, increased disability, increased costs of medications, including specialized antibiotics, and prolonged recovery times add to the patient's expenses and the healthcare institution and funding bodies.
HAIs significantly increase the cost of health care. Extended stays in healthcare institutions, increased disability, increased costs of medications, including specialized antibiotics, and prolonged recovery times add to the patient's expenses and the healthcare institution and funding bodies.
5.3K

