What is Personalized Treatment

Ambient assisted living environments comprise of “smart” components that play the role of a “guardian angel” for the seniors. Health monitoring algorithms have been widely presented in the literature, however in most of the cases, they examine contextual information and the production of alerts in case of an emergency. This short-term information, needs to be combined also with respective analysis in the long run. Integrating both types of temporal information regarding the health status of seniors, one can safeguard that both emergency detection and early diagnosis of health deterioration would lead to increase feelings of safety and quality of life to baby boomers. This chapter aims at presenting the open questions regarding health monitoring in AAL environments and proposes an approach that combines both contextual and long-term trends to characterize overall health.