Detection of Mild Cognitive Impairment Through Natural Language and Touchscreen Typing Processing

Detection of Mild Cognitive Impairment Through Natural Language and Touchscreen Typing Processing

Mild cognitive impairment (MCI), an identified prodromal stage of Alzheimer's Disease (AD), often evades detection in the early stages of the condition, when existing diagnostic methods are employed in the clinical setting. From an alternative perspective, smartphone interaction behavioral data...

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Bibliographic Details
Main Authors: Anastasia Ntracha, Dimitrios Iakovakis, Stelios Hadjidimitriou, Vasileios S. Charisis, Magda Tsolaki, Leontios J. Hadjileontiadis
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Digital Health
Subjects:
Alzheimer's disease
natural language processing
keystroke dynamics
fine motor impairment
machine learning
remote screening
Online Access:https://www.frontiersin.org/article/10.3389/fdgth.2020.567158/full

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https://www.frontiersin.org/article/10.3389/fdgth.2020.567158/full

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