Nano-enabled urine biomarker diagnostics combining a smart urine collection device, mobile app, and AI-powered machine-vision analytics to quantify biomarkers and track trends. Targeting patients—especially children with CSF shunts or suspected hydrocephalus—for noninvasive, at-home, pain-free neurological monitoring and secure clinician insights.