利用人工智能在退伍军人卫生管理局推进年龄友好型护理
Elizabeth Fine Smilovich1, Megha Kalsy2,3, Kimberly Wozneak4
1Geriatrics Research, Education, and Clinical Center (GRECC), Veterans Affairs Northeast Ohio Healthcare System, 10701 East Boulevard, Cleveland, OH, 44106, United States, 1 2167913800 ext 66362.
JMIR aging
|February 23, 2026
概括
人工智能 (AI) 可以增强退伍军人卫生管理局中老年退伍军人的年龄友好型卫生系统 (AFHS) 4Ms框架. 人工智能为个性化护理,改善药物管理和支持认知和移动性评估提供了机会,以获得更好的健康结果.
科学领域:
- 老年学和健康信息学
- 医疗保健中的人工智能
- 医疗保健系统优化 医疗保健系统优化
背景情况:
- 人口老龄化日益增长,需要为老年人制定先进的医疗保健策略.
- 退伍军人健康管理局 (VA) 使用年龄友好型卫生系统 (AFHS) 4Ms框架 (重要的是什么,药物,心理,流动性) 进行全面的老年护理.
- 有效实施AFHS 4M框架对于优化大型综合卫生系统的护理至关重要.
研究的目的:
- 探索人工智能 (AI) 的潜力,以加强VA内部AFHS 4Ms框架的实施.
- 检查整合人工智能技术的机遇和挑战,以支持老年退伍军人的4M领域.
- 突出人工智能如何个性化护理,改善药物管理,并加强对认知和移动问题的评估.
主要方法:
- 审查人工智能技术,包括自然语言处理,机器学习和大型语言模型.
- 分析AI在支持AFHS框架的四个领域中的作用:重要的事情,药物,思维和流动性.
- 讨论人工智能驱动的决策支持系统和针对个性化老年护理的预测分析.
主要成果:
- 人工智能为VA的AFHS 4Ms框架提供了重大机会.
- 人工智能可以促进个性化护理,减少多药,改善认知和移动性评估.
- 整合人工智能可以带来更高效和有效的老年人护理服务.
结论:
- 人工智能具有改变潜力,可以在VA内部扩大4M护理.
- 利用人工智能可以改善医疗服务提供者和老年退伍军人的医疗体验.
- 人工智能集成是推动大型综合医疗系统中对老年人友好的护理的关键.
相关概念视频
01:30Current Trends in Nursing II
2.0K
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,...
2.0K
01:29Issues And Trends In Healthcare Delivery System
6.5K
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...
6.5K
01:20Integrated Healthcare System
2.4K
An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
2.4K
01:29Documentation in Long-Term and Home Healthcare Setting
1.5K
Documentation in long-term care facilities and home healthcare settings is crucial for ensuring continuous, coordinated, and comprehensive care for patients. Each setting has its specific documentation processes and tools:
Long-Term Care Facilities
Long-Term Care Facilities
1.5K
01:30Cognitive Development During Adulthood
1.4K
Cognitive development continues throughout adulthood, undergoing significant shifts across early, middle, and late stages. Individual transition occurs from adolescent idealism to pragmatic and adaptable thinking in early adulthood. During this period, individuals learn to integrate personal beliefs with the recognition that other perspectives are equally valid. Exposure to the complexities of modern society, diverse experiences, and higher education contribute to this adaptive thought process,...
1.4K
01:26Aging
1.1K
Aging is a complex biological phenomenon influenced by various processes that affect cellular and systemic functions. Several prominent theories attempt to explain its mechanisms, highlighting cellular limitations, oxidative damage, and hormonal changes as central factors in aging.
Cellular Clock Theory
The cellular clock theory posits that the human lifespan is closely tied to the finite capacity of cells to divide, a phenomenon governed by telomeres, which are protective caps at the ends of...
Cellular Clock Theory
The cellular clock theory posits that the human lifespan is closely tied to the finite capacity of cells to divide, a phenomenon governed by telomeres, which are protective caps at the ends of...
1.1K