Article

Bidirectional Cross-Task Transfer Learning for Gait Phase Prediction in Frail Older Adults Using Wearable Sensors

2025-12-16

Abstract excerpt

<title>Abstract</title> <p>Transfer learning has been widely applied to gait analysis using wearable sensors to address data scarcity and improve model generalization. However, existing approaches predominantly focus on intra-task transfer (classification-to-classification or regression-to-regression), while cross-task transfer between fundamentally different learning objectives remains largely unexplored. This s...

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Literature Corpus work: deb5a297-b699-5060-9f69-f603174f3677
DOI: 10.21203/rs.3.rs-8333737/v1

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