Lyfas- a clinical-grade, non-invasive, digital functional biomarker smartphone tool for screening, early detection, root cause analysis, acute event risk assessment, and prognosis and home monitoring of chronic diseases with 93.4% diagnostic accuracy and 87% gold-standard precision.