Interpretable machine learning for depression recognition with spatiotemporal gait features among older adults: a cross-sectional study in Xiamen, China

Abstract Objective Depression in older adults is a growing public health concern, yet there is still a lack of convenient and real-time methods for depressive symptoms identification. This study aims to develop a gait-based depression recognition method for Chinese community-dwelling older adults. M...

Full description

Saved in:
Bibliographic Details
Main Authors: Shaowu Lin, Sicheng Li, Ya Fang
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Geriatrics
Subjects:
Online Access:https://doi.org/10.1186/s12877-025-06101-6
Tags: Add Tag
No Tags, Be the first to tag this record!