Название: The Internet of Medical Things (IoMT) and Telemedicine Frameworks and Applications Автор: Rajiv Pandey, Amrit Gupta, Agnivesh Pandey Издательство: IGI Global Год: 2023 Страниц: 358 Язык: английский Формат: pdf (true), epub Размер: 31.6 MB
The Internet of Medical Things (IoMT) provides significant advantages for the well-being of society by increasing the quality of life and reducing medical expenses. An important step towards a smart healthcare system is to utilize the potential of existing technologies in order to deliver the best services to users and improve their circumstances. With the help of internet of medical things technologies, self-care and early diagnosis are influential services in strengthening the healthcare ecosystem, especially those which utilize remote monitoring systems. The Internet of Medical Things (IoMT) and Telemedicine Frameworks and Applications focuses on the role of artificial intelligence, the internet of medical things, and telemedicine as well as the advantages and challenges that can occur from the integration of these technologies. The book also evolves methodologies to develop frameworks for the integration of the internet of medical things and telemedicine. Covering topics such as remote healthcare, medical imaging, and Data Science, this reference work is ideal for researchers, academicians, scholars, practitioners, instructors, and students.
The environment of Internet of Things (IoT) has very complex architecture. Various components interact with each other to enable multiple solutions for end users in IoT. The system is interdependent enabling real time data acquisition, device connectivity, data transfers and analytics to manage end user applications. The connected ecosystem provided by IoT, comprising the cyber physical system, integrates human intervention with computer-based systems and facilitates data-driven decision process.
Nowadays, IoT surrounds technologies such as smart homes, smart cities, intelligent logistics and smart grids built up through sensors, actuators, and communication protocol networks. Many real-time solutions are provided by IoT through integration of data analytics and sensors embedded on machines. Healthcare is poised for a transformation through IoT in addition to other industry segments such as manufacturing, construction, and power distribution. Internet of Medical Things (IoMT), a healthcare application of IoT technology consists of a network of connected devices that sense vital data in real time. This provides the context for this book, which aims at presenting frameworks and applications of Telemedicine and IoMT. Moreover, the book focuses on the role of AI in Telemedicine and Internet of Medical Things.
Contents: Chapter 1: IoT and Healthcare Chapter 2: IoT in E-Health, Assisted Living, and E-Wellness Chapter 3: Towards Building Internet-of-Things-Inclusive Healthcare for Neglected Tropical Diseases Chapter 4: Prenatal Healthcare Framework Using IoMT Data Analytics Chapter 5: Virtual Reality, Robotics, and Artificial Intelligence Chapter 6: Implementation of AI Techniques for Bioremediation and Wastewater Treatment Chapter 7: Explainable Learning Machines for Securing the IoMT Networks Chapter 8: Heart Disease Prediction Using ML Algorithm Chapter 9: Applications of Machine Learning in Healthcare Chapter 10: AI and Machine Learning Chapter 11: DHM2-TS Framework for Evaluation of Tele-Health Platforms and Solutions Chapter 12: Suicidal Analysis on Social Networks Using Machine Learning Chapter 13: Applications of Distributed Ledger (Blockchain) Technology in E-Healthcare Chapter 14: A Low Cost, Power Efficient, Social Distancing Notification Embedded System Based on Intelligent Wireless Sensor Network Chapter 15: Li-Ion-Based DC UPS for Remote Application Compilation of References
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