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As people's living standards gradually improving, monitoring and ensuring the well being of citizen becomes an important part of our social care network. Due to the limitation of the quantity of family physicians and the level of telemedicine techniques, the ideal goal of the family medicine with respect to overall promotion of health care is still far to reach. This paper presents a novel framework for constructing applications by wearable sensor. The system can obtain the physiological parameters and transmit relative data to the hospital database. The connectivity with the monitoring and response centers is deployed by using wireless communication and internet technology. Through data mining and decision-making technology, doctors can quickly form a primary diagnosis. The system achieves remote real-time medical monitoring, greatly improves care conditions, increases the communication channel between doctors and patients and provides a convenient and timely medical service for patients.