The SAFHE project aim to develop a wearable device, with several biological sensors, clinically relevant and user-friendly, combined with an environment control station that through artificial intelligence (AI) based on machine learning techniques enables the remote detection of signs of pathologic conditions, as COVID-19 infection, as well the remoting monitoring of the elderly from their home or nursing home.