Benchmark Study of 2D and 3D Gait Analysis for AI-Powered Mobile Fall Risk Screeners

Abstract

Mobile health clinics are commonly used to assess health but rarely equipped to assess fall risk indicators such as gait impairment. To address this gap, we propose AI-driven mobile units integrating video-based gait analysis and inertial measurement units (IMUs) for rapid, low-cost fall risk screening.