痴呆症护理研究和心理社会因素
Nicole R Fowler1, Nicole R Fowler2, Diana Summanwar3
1Center for Aging Research at the Regenstrief Institute, Indianapolis, IN, USA; Indiana University School of Medicine, Indianapolis, IN, USA.
Alzheimer's & dementia : the journal of the Alzheimer's Association
|December 25, 2025
概括
初级保健机构可以使用机器学习算法来识别老年人患痴呆症的风险. 一个大脑健康导航程序参与这些患者,改善痴呆症检测和参与研究.
科学领域:
- 老年学是一门学科.
- 神经学 神经学
- 医疗信息学 医疗信息学
背景情况:
- 初级保健 (PC) 对于老年人痴呆症的检测和管理至关重要.
- 现有的PC工作流程往往缺乏用于早期痴呆症识别和干预的系统方法.
- 印第安纳大学 (IU) 和IU健康 (IUH) 正在探索解决这些差距的创新解决方案.
研究的目的:
- 测试机器学习算法 (MLA) 的可行性和可接受性,用于在PC环境中检测患有痴呆症高风险的患者.
- 评估大脑健康导航器 (BHN) 在吸引有风险的患者和促进他们的诊断和护理过程中的有效性.
- 评估MLA在增加患者参与大脑健康研究方面的潜力.
主要方法:
- 使用MLA被动识别PC患者未被检测到的认知障碍或在1-3年内患痴呆症的高风险.
- 实施基于PC的脑健康导航器 (BHN) 以进行基于证据的评估并提供护理建议.
- 通过以用户为中心的设计,让患者和提供者参与,以优化干预的信息和交付.
主要成果:
- 该研究处于早期阶段,有20名患者计划参加以用户为中心的设计会议.
- 十个不同的诊所已经接触到试点参与.
- 该干预旨在提高痴呆症检测率和初级保健中的研究招聘.
结论:
- 机器学习算法与大脑健康导航器相结合,有望在初级保健中增强痴呆症护理.
- 患者和提供者参与是成功实施这种新方法的关键.
- 这一举措有可能显著改善痴呆症的早期发现,管理和参与研究.
更多相关视频
08:36The Immersive Cleveland Clinic Virtual Reality Shopping Platform for the Assessment of Instrumental Activities of Daily Living
Published on: July 28, 2022
4.3K
10:13Assessment of Age-related Changes in Cognitive Functions Using EmoCogMeter, a Novel Tablet-computer Based Approach
Published on: February 14, 2014
14.1K
相关概念视频
01:30Dementia
482
Dementia is a collective term for cognitive disorders primarily affecting memory, thinking, and reasoning. It is not a specific disease but a syndrome, with Alzheimer's disease being the most common cause, accounting for approximately 60-80% of cases. Other types include vascular dementia, Lewy body dementia, and frontotemporal dementia. Dementia affects millions worldwide, particularly older adults, though it is not a normal part of aging.
The progression of dementia is generally gradual....
The progression of dementia is generally gradual....
482
01:29Psychological and Sociocultural Causes of Schizophrenia
438
Schizophrenia, a complex psychiatric disorder, has been historically misunderstood. Early psychological theories attributed its origins to childhood trauma and unresponsive parenting. However, contemporary research largely rejects these notions, favoring the vulnerability-stress hypothesis. This model proposes that individuals with a genetic predisposition to schizophrenia may develop the disorder following exposure to significant environmental stressors. Notably, studies on high-risk...
438
01:26Alzheimer's Disease: Overview
1.6K
Alzheimer's Disease (AD) is a continually advancing neurodegenerative disorder, distinguished by escalating memory loss, cognitive dysfunction, and dementia. The disease unfolds in three stages: preclinical, mild cognitive impairment (MCI), and dementia. Its onset is insidious, and the progression gradual, with the cause not well explained by other disorders.
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
1.6K
01:22Alzheimer's Disease: Treatment
744
Alzheimer's Disease (AD), a neurodegenerative disorder, is pathologically identified by amyloid plaques and neurofibrillary tangles composed of tau protein. AD pharmacotherapy aims to manage cognitive symptoms, delay disease progression, and treat behavioral symptoms. The treatment is primarily symptomatic and palliative, with no definitive disease-modifying therapy available. Cholinesterase inhibitors, including donepezil (Aricept), rivastigmine (Exelon), and galantamine (Razadyne), are...
744
01:30Cognitive Development During Adulthood
740
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,...
740
01:29Documentation in Long-Term and Home Healthcare Setting
1.4K
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
1.4K