Using the resulting comprehensive set of digital measures, or digital exhaust, we further demonstrate how powerful ML based ageing-relevant digital COAs for fall risk, frailty, late-life depression, and MCI can be created. Finally, we highlight the possibility to leverage a digital exhaust to discover new potential digital biomarkers, demonstrating how a comprehensive systems approach could also help in establishing new phenotypes of health and disease.
