Monitoring patients with heart failure by telemedicine systems is a potential means susceptible to optimize the management of these patients and avoid life-threatening emergencies. In this context, we experimented in patients with chronic disorders, especially heat failure, an e-platform E-care dedicated to automated, intelligent detection of situations at risk of heart failure.