Intelligent Healthcare Infrastructure, Algorithms and Management

• Main Authors: Chakraborty, Chinmay, Khosravi, Mohammad R
• Format: eBook
• Language: English
• Published: Singapore Springer Nature 2022; Springer; Springer Nature Singapore
• Edition: 1
• Subjects: Artificial intelligence; Artificial intelligence-Medical applications; Biomedical Engineering and Bioengineering; Computational Intelligence; Computer Imaging, Vision, Pattern Recognition and Graphics; Computer Science; Cyber-physical systems, IoT; Health Informatics; Internet of things; Medical informatics; Medical sciences; Professional Computing
• ISBN: 9789811681509; 9811681503; 981168149X; 9789811681493
• DOI: 10.1007/978-981-16-8150-9

The book Intelligent Healthcare: Infrastructure, Algorithms, and Management(R) cover a wide range of research topics on innovative intelligent healthcare solutions and advancements with the latest research developments.  Data analytics are relevant for healthcare to meet many technical challenges and issues that need to be addressed to realize this potential. The advanced healthcare systems have to be upgraded with new capabilities such as data analytics, machine learning, intelligent decision making, and more professional services. The Internet of Things helps to design and develop intelligent healthcare solutions assisted by security, data analytics, and machine learning.This book will provide federated learning, Data-driven infrastructure design, analytical approaches, and technological solutions with case studies for smart healthcare. This book aims to attract works on multidisciplinary research spanning across computer science and engineering, environmental studies, services, urban planning and development, Healthcare, social sciences, and industrial engineering on technologies, case studies, novel approaches, and visionary ideas related to data-driven innovative learning and computing solutions and big medical data-powered applications to cope with the real-world challenges for building smart healthcare sectors.Main Features:o  Immersive technologies in healthcareo  Internet of medical thingso  Federated learning algorithmso  Explainable AI in Pervasive Healthcareo  New management principles using biomedical datao  Secured healthcare management systemsThis book aims to set up a better understanding of data scientists, researchers, and technologists under innovative digital health. The reader can find out existing research challenges, current market trends, and low-cost technologies to smoothly address the digital health issue.