Stable Sparse Classifiers predict cognitive impairment from gait patterns

Stable Sparse Classifiers predict cognitive impairment from gait patterns

BackgroundAlthough gait patterns disturbances are known to be related to cognitive decline, there is no consensus on the possibility of predicting one from the other. It is necessary to find the optimal gait features, experimental protocols, and computational algorithms to achieve this purpose.Purpo...

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Bibliographic Details
Main Authors: Tania Aznielle-Rodríguez, Marlis Ontivero-Ortega, Lídice Galán-García, Hichem Sahli, Mitchell Valdés-Sosa
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Psychology
Subjects:
gait analysis
cognitive impairment
classification
glmnet
stability ROC
biomarkers
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2022.894576/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyg.2022.894576/full

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