Privacy-Preserving Human Motion Analysis for Lower Back Pain Stratification through Federated Learning

Gong, Liyun and Yu, Miao and Pourroostaei, Saeid (2025) Privacy-Preserving Human Motion Analysis for Lower Back Pain Stratification through Federated Learning. EAI Endorsed Transactions of Pervasive Health and Technology.

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Abstract

Human Gait Analysis is crucial in healthcare applications, with numerous research works focusing on machine learning and deep learning approaches for tasks such as abnormal gait detection and gait quality assessment. However, developing such models requires collecting and sharing a significant amoun

Item Type: Article
Date Deposited: 04 Mar 2026 18:32
Last Modified: 10 Apr 2026 22:53
URI: http://eprints.eai.eu/id/eprint/52908

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