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Author

Tao Yang

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2 papers indexed here

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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.

The correlation between the visual algorithm output and clinical functional status was further evaluated using established clinical indicators, including the Knee injury and Osteoarthritis Outcome Score (KOOS), Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), Timed Up and Go (TUG) test, and the 3...

Tao Yang, Yi-Chi Zhang, Jing Wang et al. · 0 citations

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