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Lyfas – is a Digital Biomarker/diagnostic/prognostic tool developed based on the principle of photoplethysmography (PPG). It detects blood volume changes and reflected light spectrum of blood chemistry in the microvascular bed of tissue. Gathers vital functional biomarkers and parameters like pulse rate variability (PRV) reflecting heart rate variability (HRV), cardiac dynamics, conduction and stress, autonomic nervous function, vascular function and aging, lung function, and oxygen saturation, physicochemical properties of the blood to name a few. Lyfas offers an opportunity for a continuous assessment of phenotypic/functional markers of health and illness, which is non-invasive, personalized & remote. It allows a low-cost and large population health assessment.Lyfas enable both the clinician and patient to collect longitudinal data, retrospectively process the collected data to forecast possible critical or relevant medical situations. Therefore, it can be used as a risk and event prediction tool for life-threatening conditions like heartattacks & strokes. As a participant tool in a proactive healthcare system, the physio-pathological & psychophysiological data generated can predict the possible risk and onset of life-threatening cardiometabolic and cerebrovascular events like heart attacks and strokes. Furthermore, the cumulative data generated can reflect the natural history & progression of chronic metabolicdiseases like hypertension, diabetes, endocrine and nervous dysfunctions, asymptomatic vital organ dysfunction, and failures. Alerting and enabling the physician to work in partnership with the patient towards supervised self-management of the illness, restore health, and quality of life.Disclaimer: The information in the posts in no way constitutes, or should be construed as medical advice. Nor is the above article an endorsement of any research findings discussed in the article an endorsement for any of the source publications.