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An Intelligent and Green E-healthcare Model for an Early Diagnosis of Medical Images as an IoMT Application

Abstract

The Internet of Things (IoT) is a fast-evolving technology that utilizes software, hardware, and computer devices to form a network of interconnected gadgets. IoMT integrates medical equipment and applications linked to healthcare IT systems in an IoT-based ecosystem. Moreover, IoMT for health care is a massive data generator produced by sensors or any medical device attached to the Internet. As a result, transferring IoMT data to remote cloud databases is a popular procedure. This research proposes an intelligent and green e-healthcare model for an early diagnosis of medical images. Moreover, the research focuses on image segmentation, an essential phase in image analysis, and presents a precise and robust segmentation model. Furthermore, the research considers the high energy consumption of transferring massive data through the cloud. It suggests a new energy-aware VM placement model in a fog-based environment.

Journal/Conference Information

Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference,Conference Type: International, ISBN: 2367-3370, Organized By: https://edition2022.dcai-conference.net/node/126.html, Proceeding Format: Electronic editions, Conference Date: 07/15/2022,