Point-of-Care Computer Vision for Postural Assessment in Brain Injury Rehabilitation.

Clinicians reported excellent usability (System Usability Scale: 85.3 ± 12.3).

All participants with acquired brain injury completed testing without adverse events, and all posture metrics were successfully acquired.

During inpatient neurorehabilitation, seated cervical lateral flexion (β = -0.084°/day, 95% CI: -0.163 to -0.005, p = 0.037) and standing trunk lateral flexion (β = -0.096°/day, 95% CI: -0.152 to -0.040, p = 0.0008) decreased significantly over time, indicating improvements in postural alignment.