人工智能应用和老龄化 (1995-2024):脆弱性研究的趋势,挑战和未来方向
Ali Mufraih Albarrati1, Rakan Nazer2, Siddig Ibrahim Abdelwahab3
1Department of Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia.
Archives of gerontology and geriatrics
|April 1, 2025
概括
人工智能 (AI) 正在迅速推进脆弱性研究,其中的关键主题包括预测建模和老年护理. 这项分析绘制了人工智能和脆弱性研究趋势的地图,以指导未来的研究和合作.
科学领域:
- 老年学是一门学科.
- 生物医学信息学 生物医学信息学
- 人工智能的人工智能
背景情况:
- 虚弱是不利健康结果的关键预测因素.
- 人工智能 (AI) 越来越多地应用于脆弱性研究.
- 了解人工智能在脆弱性中的作用对于改善患者护理至关重要.
研究的目的:
- 对人工智能和脆弱性研究趋势进行全面的文献分析.
- 在这个跨学科领域绘制概念发展,合作和新兴主题的地图.
- 确定重点领域和未来研究方向的关键领域.
主要方法:
- 对Scopus数据库的AI和脆弱性研究进行系统的文献搜索.
- 分析到2024年10月发表的1213篇英语原始文章.
- 使用VOSviewer和R-package进行图书统计分析和可视化,以确定趋势和协作.
主要成果:
- 在过去的十年中,AI应用在脆弱性研究中的显著增长.
- 关键的主题集群包括预测建模,机器学习和老年护理创新.
- 美国,英国和意大利是主要的贡献者,重点是预测模型,痴呆症,肉眼症和康复.
结论:
- 人工智能在脆弱性研究中的整合正在迅速增加.
- 调查结果突出了关键趋势,协作网络和新兴研究领域.
- 这项研究为未来的研究和AI应用在脆弱性评估和管理方面提供了路线图.
更多相关视频
相关概念视频
Aging
32
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...
32
Cognitive Development During Adulthood
34
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,...
34
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
Current Trends in Nursing I
1.4K
Current trends in nursing include:
1.4K
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
The Effect of Aging on Tissues
2.0K
Several body functions deteriorate with age. The external signs of aging are easily identifiable. For example, the skin becomes dry, less elastic, and thins out, forming wrinkles. The skin of the face begins to appear looser due to a decrease in the levels of elastic and collagen fibers in the connective tissue. Additionally, melanin production in the hair follicle decreases with age, resulting in gray hair. Moreover, the senses of sight and hearing decline, so glasses and hearing aids may...
2.0K


