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Sep 2026

Development and external validation of interpretable machine learning models for predicting first fall risk in knee osteoarthritis patients: evidence from the CHARLS cohort and a hospital-based cohort in China.

BACKGROUND Knee osteoarthritis (KOA) is a prevalent degenerative joint disease that causes pain, reduced mobility, and an increased risk of falls in older adults. Predicting fall risk in this population remains difficult because of the complex interplay of multiple risk factors. METHODS Data from 1097 patients with K...

Hao-Tian Yin, Wei Wang, Yi-Xiang Zhang et al. · 0 citations
Open access Jul 2026

Keypoint detection and functional evaluation of human lower limbs based on YOLOv8 and HRNet.

With the development of artificial intelligence and deep learning technology, human pose estimation has been widely applied in fields such as medical rehabilitation and motion analysis. To meet the needs of objective assessment of lower limb function in patients with knee joint diseases, we propose a method for detecti...

Tao Yang, Yichi Zhang, Jing Wang et al. · 0 citations

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