Yuxin Guo

Machine learning-based fall risk prediction in community-dwelling older adults using dual-task spatiotemporal gait parameters

With global aging, falls have become a major threat to geriatric health. Traditional clinical assessments often suffer from a “ceiling effect,” failing to detect subtle motor impairments in high-functioning older adults. Moreover, steady-state gait analysis lacks ecological valid...