… early signs of neurological disease, musculoskeletal injury, or cognitive decline. For decades, gait analysis relied on motion-capture laboratories, wearable sensors, … to change over time, and agreement with clinician assessments. Thresholds for clinically meaningful deviation from baseline must be defined. Workflow … and regulatory review. Future work should establish standardized conditions for video capture, including camera angle, distance, lighting, and walking path, to …