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Št. zadetkov: 2
Machine learning-based detection of cognitive impairment from eye-tracking in smooth pursuit tasks
Vida Groznik, Andrea De Gobbis, Dejan Georgiev, Aleš Semeja, Aleksander Sadikov
Izvirni znanstveni članek
Oznake: strojno učenje;sledenje očesnim gibom;gladko sledenje;neinvaziven biomarker;kognitivni upad;zgodnje odkrivanje kognitivnega upada;odkrivanje blage kognitivne motnje;demenca;Alzheimerjeva bolezen;machine learning;eye-tracking;smooth pursuit;non-invasive biomarker;cognitive impairment;early detection of cognitive decline;detection of mild cognitive impairment;dementia;Alzheimer's disease;
Mild cognitive impairment represents a transitional phase between healthy ageing and dementia, including Alzheimer’s disease. Early detection is essential for timely clinical intervention. This study explores the viability of smooth pursuit eye movements (SPEM) as a non-invasive biomarker for cognit ...
Leto: 2025 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Effect of gamification on task engagement during an eye-tracking test battery in 5-year-old children born preterm
Andrea De Gobbis, Marta Malavolta, Nathalie De Beukelaer, Els Ortibus, Aleksander Sadikov, Vida Groznik
Izvirni znanstveni članek
Oznake: prezgodaj rojeni otroci;prezgodnje rojstvo;otrok;igrifikacija;poigritev;sledenje očem;analiza podatkov o gibanju oči;spremljanje gibanja oči;vizualna pozornost;kognitivna ocena;točnost podatkov;nevrološki razvoj otrok;preterm children;preterm birth;child;gamification;playful interaction;eye-tracking;eye movement data analysis;monitoring of eye movements;visual attention;cognitive assessment;data accuracy;neurological development of children;
Background: Recent studies suggest that eye movements during tasks reflect cognitive processes and that analysis of eye movements using eye-tracking devices can identify developmental impairments in young children. Maintaining engagement during eye-tracking assessments in young children is challengi ...
Leto: 2025 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Št. zadetkov: 2
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