Machine Learning-Based Detection of Cognitive Impairment from Eye-Tracking in Smooth Pursuit Tasks

Machine Learning-Based Detection of Cognitive Impairment from Eye-Tracking in Smooth Pursuit Tasks

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...

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Bibliographic Details
Main Authors: Vida Groznik, Andrea De Gobbis, Dejan Georgiev, Aleš Semeja, Aleksander Sadikov
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
machine learning
eye-tracking
smooth pursuit
cognitive impairment
Online Access:https://www.mdpi.com/2076-3417/15/14/7785
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https://www.mdpi.com/2076-3417/15/14/7785

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