Surpassing Entertainment with Computer Games: Online Tools for Early Warnings of Mild Cognitive Impairment

被引:0
|
作者
Pataki, Bela [1 ]
Hanak, Peter [2 ]
Csukly, Gabor [3 ]
机构
[1] Budapest Univ Technol & Econ, Dept Measurement & Informat Syst, Muegyetem Rakpart 3, H-1111 Budapest, Hungary
[2] Budapest Univ Technol & Econ, Healthcare Technol Knowledge Ctr, H-1111 Budapest, Hungary
[3] Semmelweis Univ, Dept Psychiat & Psychotherapy, H-1038 Budapest, Hungary
关键词
Computer game; Silver game; Cognitive disorders; Mild cognitive impairment; MCI; Early warning; Change detection; Virtual sensor fusion; Diagnostic report; PAL test;
D O I
10.1007/978-3-319-27695-3_13
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Due to population aging, old age cognitive deficit is becoming a mass-phenomenon. Dementia, its most severe variant, is chronic, progressive, long lasting and, so far, incurable. The early sign of a higher risk for a pathological decrease in cognition is called Mild Cognitive Impairment (MCI). Early detection of MCI is crucial for providing cost-effective care, and slowing down the deterioration. As clinical tests are infrequent and expensive, tests applicable for regular home monitoring have to be developed. In this paper, regular but voluntary use of computer games is proposed for measuring mental changes in an entertaining way. Basic considerations, challenges, proposed architectures, potential solutions based on virtual sensor fusion and statistical comparison of reference and test data sets, presentation of results, and proofs of the concept are described in the paper. The work was performed in the Maintaining and Measuring Mental Wellness (M3W) project supported by the AAL Joint Programme.
引用
收藏
页码:217 / 237
页数:21
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