Screening for Mild Cognitive Impairment through Digital Biomarkers of Cognitive Performance in Games

Autor:	Karsten Gielis
Přispěvatelé:	Arnedo, Joan, Nacke, Lennart E, Abeele, Vero Vanden, Toups, ZO
Rok vydání:	2019
Předmět:	Computer vision and image processing Effects of sleep deprivation on cognitive performance Cognitive ageing Cognitive decline Cognitive impairment Psychology Cognitive psychology
Zdroj:	CHI PLAY (Companion)
Popis:	This extended abstract describes the ongoing "Dr. Solitaire" project, which explores the possibilities of commercial off-the-shelf games to detect mild cognitive impairment by means of digital biomarkers of cognitive performance. A toolkit using computer vision and image processing was built for the standard Microsoft Solitaire Collection to capture these digital biomarkers at real-time. Preliminary studies conducted to detect cognitive decline due to cognitive ageing imply that cognitive decline can be detected through card gameplay and that machine learning algorithms can be trained to detect the intricacies of cognitive decline.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::56f141d332475dca7f3a45d392c9fac6 https://doi.org/10.1145/3341215.3356332 Zobrazit plný text záznamu