A Mobile-Based Screening System for Data Analyses of Early Dementia Traits Detection

被引:13
|
作者
Thabtah, Fadi [1 ]
Mampusti, Ella [1 ]
Peebles, David [2 ]
Herradura, Raymund [1 ]
Varghese, Jithin [1 ]
机构
[1] Manukau Inst Technol, Digital Technol, Auckland, New Zealand
[2] Univ Huddersfield, Sch Human & Hlth Sci, Ctr Appl Psychol Res, Dept Psychol, Huddersfield, W Yorkshire, England
关键词
Accessibility; Data analyses; Dementia; Cognitive impairment; Health informatics; Mobile application; Mobile health; COGNITIVE IMPAIRMENT; QUESTIONNAIRE;
D O I
10.1007/s10916-019-1469-0
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Existing early detection methods that deal with the pre-diagnosis of dementia have been criticised as not being comprehensive as they do not measure certain cognitive functioning domains besides being inaccessible. A more realistic approach is to develop a comprehensive outcome that includes cognitive functioning of dementia, as this will offer a robust and unbiased outcome for an individual. In this research, a mobile screening application for dementia traits called DementiaTest is proposed, which adopts the gold standard assessment criteria of Diagnostic and Statistical Manual of Mental Disorders (DSM-V). DementiaTest is implemented and tested on the Android and IOS stores. More importantly, it collects data from cases and controls using an easy, interactive, and accessible platform. It provides patients and their family with quick pre-diagnostic reports using certain cognitive functioning indicators; these can be utilized by general practitioners (GPs) for referrals for further assessment in cases of positive outcomes. The data gathered using the new application can be analysed using Artificial Intelligence methods to evaluate the performance of the screening to pinpoint early signs of the dementia.
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页数:14
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