The concept of ambient assisted living (AAL) covers whole medical assistance to patients in their houses, trying to keep them independent of the health infrastructures, like hospitals. This work describes a secure AAL environment that enables personal medical devices monitoring and the remote medical assistance of patients. The proposed solution uses smart gateways to make patients health data available on the Web of Things and the OpenId Connect to provide authentication and authorization for users and devices.