Chintan Bhatt – Internet of Things and Big Data Technologies for Next Generation Healthcare
2.940 ₽
Автор: Chintan Bhatt
Название книги: Internet of Things and Big Data Technologies for Next Generation Healthcare
Формат: PDF
Тема: Организация здравоохранения, информационные технологии в медицине
Страницы: 386
Качество: Изначально компьютерное, E-book
This comprehensive book focuses on better big-data security for healthcare organizations. Following an extensive introduction to the Internet of Things (IoT) in healthcare including challenging topics and scenarios, it offers an in-depth analysis of medical body area networks with the 5th generation of IoT communication technology along with its nanotechnology. It also describes a novel strategic framework and computationally intelligent model to measure possible security vulnerabilities in the context of e-health. Moreover, the book addresses healthcare systems that handle large volumes of data driven by patients’ records and health/personal information, including big-data-based knowledge management systems to support clinical decisions. Several of the issues faced in storing/processing big data are presented along with the available tools, technologies and algorithms to deal with those problems as well as a case study in healthcare analytics.
Addressing trust, privacy, and security issues as well as the IoT and big-data challenges, the book highlights the advances in the field to guide engineers developing different IoT devices and evaluating the performance of different IoT techniques. Additionally, it explores the impact of such technologies on public, private, community, and hybrid scenarios in healthcare. This book offers professionals, scientists and engineers the latest technologies, techniques, and strategies for IoT and big data.
Описание
Chintan Bhatt – Internet of Things and Big Data Technologies for Next Generation Healthcare — это техническое издание, посвященное применению современных цифровых технологий в медицине. Книга подробно рассматривает, как Internet of Things (IoT) и технологии Big Data могут изменить систему здравоохранения, сделать её более эффективной, персонализированной и проактивной.
Авторы анализируют архитектуры IoT-систем для сбора медицинских данных, методы обработки больших объемов информации в реальном времени, вопросы безопасности и конфиденциальности, а также реальные кейсы применения в телемедицине, мониторинге пациентов и прогнозировании заболеваний. Особое внимание уделяется интеграции wearables, облачных платформ и алгоритмов машинного обучения в повседневную медицинскую практику.
- Специалистам по цифровой трансформации здравоохранения
- Разработчикам медицинского ПО и IoT-решений
- Врачам и администраторам больниц, интересующимся технологиями
- Студентам и исследователям в области Health Informatics и Data Science
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