人工智能 (AI) 在初级保健中的实施挑战:伦敦英国全科医生的观点
Mohammad S Razai1,2, Roaa Al-Bedaery2, Liza Bowen2
1Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom.
PloS one
|November 21, 2024
概括
一般医生 (GPs) 在初级保健中看到AI的好处,但对准确性,工作量和偏见感到担忧. 严格的评估对于安全地将AI整合到医疗保健中至关重要.
科学领域:
- 医疗保健技术 技术 医疗保健 技术
- 人工智能在医学中的应用
- 初级保健研究研究初级保健研究
背景情况:
- 人工智能 (AI) 在医疗保健环境中实施,特别是初级保健,带来了实际的挑战和机遇.
- 一般医生 (GPs) 的观点对于了解AI对前线医疗保健服务的影响至关重要.
研究的目的:
- 探索全科医生 (GPs) 关于人工智能 (AI) 在初级保健中的影响的观点.
- 确定在初级保健机构采用人工智能的潜在好处和挑战.
主要方法:
- 一个涉及16名全科医生 (GP) 和GP注册人员的混合研讨会在2023年进行.
- 数据收集包括讨论和当代笔记的音频录制.
- 应用了主题分析,从研讨会数据中确定关键主题.
主要成果:
- 一般医生承认AI的潜在好处,包括诊断援助和风险评估.
- 发现的关键问题包括诊断准确性,人工智能错误,行业影响力和整合阻力.
- 参与者还提出了工作量增加,缺乏证据基础,问责制和算法偏见的问题.
结论:
- 全科医生认识到AI在初级保健中的潜力,但强调了有关证据,问责制,偏见和工作负载的重大担忧.
- 强烈强调需要对人工智能技术的有效性和安全性进行严格评估.
- 医疗保健专业人员,政策制定者和技术开发人员之间的合作对于成功的AI集成至关重要.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
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...
5.6K
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
Primary Healthcare Services
1.3K
Primary care promotes wellness and prevents disease. This care includes health promotion, education, protection (such as immunizations), early disease screening, and environmental considerations. Settings providing this type of healthcare include physician offices, public health clinics, school nursing, and community health nursing.
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...
1.3K
Ethical Issues
856
Nurses are essential in patient care, upholding the ethical principles of their profession and effectively navigating ethical dilemmas. Neglecting ethical issues can lead to inadequate patient care, compromised therapeutic relationships, and moral distress among healthcare workers.
Ethical Concerns in Healthcare:
Ethical Concerns in Healthcare:
856
Methods of Documentation VI: Case Management Model
559
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
559
Introduction To Health Care Delivery System
2.6K
The healthcare system is constantly changing and complex. Various services are available from different healthcare providers, but gaining access to these services has become challenging for people with limited healthcare insurance. Uninsured people present a challenge to healthcare because they frequently postpone or forego treatment.
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
2.6K


