ItemBook

Big Data Analytics and Intelligent Applications for Smart and Secure Healthcare Services

Title
Big Data Analytics and Intelligent Applications for Smart and Secure Healthcare Services
Creator
Upreti, Kamal; Kumar, Nishant; Alam, Mohammad Shabbir; Nasir, Mohammad Shahnawaz; Samanta, Debabrata
Description
The book provides a comprehensive discussion for utilizing computational models such as artificial neural networks, agent-based models, and decision field theory, for reliability engineering. It further presents optimization solutions for smart and secure healthcare services. The text showcases how to predict the failure and repair rates of healthcare subsystems using computational intelligence. This book: Explores how data-driven methodologies and advanced computational intelligence are revolutionizing the healthcare industry, promoting efficiency, accessibility, and sustainability Highlights the pivotal role that big data analytics plays in harnessing vast amounts of patient records, clinical information, and real-time medical data to provide timely insights for healthcare professionals and policymakers Discusses the integration of artificial intelligence and machine learning techniques in healthcare, with a focus on revolutionizing disease detection, treatment planning, and resource allocation Lays the foundation for developing sustainable healthcare systems that are adaptable to long-term challenges, such as population growth, emerging diseases, and resource constraints Covers computational intelligence techniques, like fuzzy logic, neural networks, and evolutionary computations, emphasizing their role in solving complex, data-driven healthcare problems Includes topics like data management, visualization, protection, and complex adaptive systems, as well as hybrid computational intelligence techniques for synergistic problem-solving strategies This volume will serve as an ideal text for senior undergraduates, graduate students, and academic researchers in fields including electrical engineering, electronics and communications engineering, computer engineering, and mathematics. 2025 selection and editorial matter, Kamal Upreti, Nishant Kumar, Mohammad Shabbir Alam, Mohammad Shahnawaz Nasir and Debabrata Samanta; individual chapters, the contributors.
Source
Big Data Analytics and Intelligent Applications for Smart and Secure Healthcare Services;pp.1-244
Date
01-01-2025
Publisher
CRC Press
Coverage
Upreti K., Department of Computer Science, CHRIST (Deemed to be University), Delhi NCR Campus, Uttar Pradesh, Ghaziabad, India; Kumar N., School of Business and Management, Christ University, Bangalore, India; Alam M.S., Jazan University, Saudi Arabia; Nasir M.S., Jazan University, Saudi Arabia; Samanta D., Department of Computing and Information Technologies, Rochester Institute of Technology, European Union
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISBN: 978-104030115-9; 978-103283279-1;
Format
online
Language
English
Type
Book

Citation

Upreti, Kamal; Kumar, Nishant; Alam, Mohammad Shabbir; Nasir, Mohammad Shahnawaz; Samanta, Debabrata, “Big Data Analytics and Intelligent Applications for Smart and Secure Healthcare Services,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 18, 2026, https://archives.christuniversity.in/items/show/23856.

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