A 5-min Cognitive Task With Deep Learning Accurately Detects Early Alzheimer's Disease

A 5-min Cognitive Task With Deep Learning Accurately Detects Early Alzheimer's Disease

Introduction: The goal of this study was to investigate and compare the classification performance of machine learning with behavioral data from standard neuropsychological tests, a cognitive task, or both.Methods: A neuropsychological battery and a simple 5-min cognitive task were administered to e...

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Bibliographic Details
Main Authors: Ibrahim Almubark, Lin-Ching Chang, Kyle F. Shattuck, Thanh Nguyen, Raymond Scott Turner, Xiong Jiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-12-01
Series:Frontiers in Aging Neuroscience
Subjects:
Alzheimer's disease
machine learning
artificial neural networks
inhibition of return
neuropsychological test
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2020.603179/full

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https://www.frontiersin.org/articles/10.3389/fnagi.2020.603179/full

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