Monitoring patients with chronic diseases, e.g. chronic heart failure, chronic obstructive pulmonary disease or diabetes mellitus, using telemedicine systems is a potential means for optimizing the management of the patients. In the case of chronic heart failure and diabetes mellitus, several projects in France sets out to develop an “intelligent” communicative platform designed for home monitoring of these patients, using non-invasive sensors along with contextual information and patient profiling.