A novel deep learning approach for diagnosing Alzheimer's disease based on eye-tracking data

Eye-tracking technology has become a powerful tool for biomedical-related applications due to its simplicity of operation and low requirements on patient language skills. This study aims to use the machine-learning models and deep-learning networks to identify key features of eye movements in Alzhei...

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Bibliographic Details
Main Authors: Jinglin Sun, Yu Liu, Hao Wu, Peiguang Jing, Yong Ji
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2022.972773/full