Motif clustering and digital biomarker extraction for free-living physical activity analysis

Abstract Background Analyzing free-living physical activity (PA) data presents challenges due to variability in daily routines and the lack of activity labels. Traditional approaches often rely on summary statistics, which may not capture the nuances of individual activity patterns. To address these...

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Bibliographic Details
Main Authors: Ya-Ting Liang, Charlotte Wang
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BioData Mining
Subjects:
Online Access:https://doi.org/10.1186/s13040-025-00424-1
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