A Survey of Alzheimer's Disease Early Diagnosis Methods for Cognitive Assessment.
A Survey of Alzheimer's Disease Early Diagnosis Methods for Cognitive Assessment.
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DOI：
10.3390/s20247292
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发表时间：
2020-12-18
期刊：
影响因子：
--
通讯作者：
Argyriou V
中科院分区：
文献类型：
--
作者：
Fernández Montenegro JM;Villarini B;Angelopoulou A;Kapetanios E;Garcia-Rodriguez J;Argyriou V
痴呆症是一种以不同认知能力下降为特征的综合征。其后果包括高死亡率和高检测、治疗和患者护理费用。虽然没有治愈痴呆症的方法，但及时诊断有助于获得必要的支持，适当的药物治疗，并尽可能保持智力，社会和身体活动的参与。阿尔茨海默病（AD）的早期发现对于改善患者及其家属的生活质量具有重要意义。特别是，虚拟现实（VR）是一个扩展的工具，可以用来评估认知能力，同时通过虚拟环境（VE）导航。本文总结了常见的AD筛查和诊断技术，重点介绍了基于虚拟环境、行为分析和情绪识别的最新方法，旨在在家庭或临床环境中提供更可靠和非侵入性的诊断。此外，不同的AD诊断评估方法和指标，并讨论了不同的数据集的概述。
Dementia is a syndrome that is characterised by the decline of different cognitive abilities. A high rate of deaths and high cost for detection, treatments, and patients care count amongst its consequences. Although there is no cure for dementia, a timely diagnosis helps in obtaining necessary support, appropriate medication, and maintenance, as far as possible, of engagement in intellectual, social, and physical activities. The early detection of Alzheimer Disease (AD) is considered to be of high importance for improving the quality of life of patients and their families. In particular, Virtual Reality (VR) is an expanding tool that can be used in order to assess cognitive abilities while navigating through a Virtual Environment (VE). The paper summarises common AD screening and diagnosis techniques focusing on the latest approaches that are based on Virtual Environments, behaviour analysis, and emotions recognition, aiming to provide more reliable and non-invasive diagnostics at home or in a clinical environment. Furthermore, different AD diagnosis evaluation methods and metrics are presented and discussed together with an overview of the different datasets.
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影响因子：
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作者：
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