Assessing Health Symptoms on Intelligent IoT-based Healthcare System
نویسندگان
چکیده
The increased proportion of aging population will demand changes to healthcare systems in developing countries. The increasing demand on the health sector is an inevitable and complicated process. Providing suitable healthcare services is essential for those elderly people who may encounter various medical problems and conditions. Early detection and identification of diseases for treatment, and evaluation of the best alternatives can minimize the involved complications of daily activities for the aged people. To lower the risk for complications we develop an intuitive way of finding the uncertainty of health symptoms by symptom checker. The goal of this empirical study is to further examine and predict certain variations of diseases based on the symptoms that a patient reported. This recommended solution combines conceptual design and technique of multi criteria decision making (MCDM) analytic hierarchy process (AHP) with fuzzy triangular priority weights to deal with the uncertainty of imprecision and ambiguity that resulted from the relative priority scales of various factors of diseases. The method can help users to understand the uncertainty degree of a problem before making the final decision. This paper also validates the efficiency and feasibility of the proposed model to determine the weights of various diseases based on the symptoms and scores chosen by the users thereby providing quality of life assistance services.
منابع مشابه
Intelligent E-Health Gateway Based Ubiquitous Healthcare Systems in Internet of Things
In recent days there have been significant advances in the field of Internet of Things (IoT). At the same time there exists an ever-growing demand for ever-present healthcare systems to improve human health. Most of IoT based patient monitoring systems, in particular at smart homes or hospitals, there exists a bridging point (i.e., gateway) that connects the sensor network and the Internet esta...
متن کاملIntelligent Traffic Management System for Prioritizing Emergency Vehicles in a Smart City (TECHNICAL NOTE)
Traffic congestion worldwide has led to loss of human lives due to failure in transporting accident victims, critical patients, medical equipment and medicines on time. With the unending growth in vehicular traffic everywhere, Internet of Things (IOT) and Vehicular Ad Hoc Network (VANET) have embarked as a promising platform for an Intelligent Traffic Management System (ITMS). Many researches h...
متن کاملTraffic congestion control using Smartphone sensors based on IoT Technology
Traffic congestion in road networks is one of the main issues to be addressed, also vehicle traffic congestion and monitoring has become one of the critical issues in road transport. With the help of Intelligent Transportation System (ITS), current information of traffic can be used by control room to improve the traffic efficiency. The suggested system utilize technologies for real-time collect...
متن کاملInternet of Things: A Survey for the Individuals' E-Health Applications
In today's world, the Internet of Things (IoT), which is a fairly new technology, has become a popular topic for discussion. Meanwhile, the increasing demand for personalized healthcare with the assistance of new technologies has created new applications called e-health IoT applications; however, researchers are still attempting to find its applications, therefore they have not been able to foc...
متن کاملDevelopment of a Model for Predicting Heart Attack Based on Fog Computing
Introduction: Various studies have demonstrated the benefits of using distributed fog computing for the Internet of Things (IoT). Fog computing has brought cloud computing capabilities such as computing, storage, and processing closer to IoT nodes. The new model of fog and edge computing, compared to cloud computing, provides less latency for data processing by bringing resources closer to user...
متن کامل