Big data analytics and intelligent applications for smart and secure healthcare services

Contributor(s):

Material type: Text

TextSeries: Computational and Intelligent SystemsPublication details: CRC Press Boca Raton 2025Description: xxvi, 244 pISBN:

9781032832791

Subject(s):

DDC classification:

362.10285 UPR

Summary: 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. (https://www.routledge.com/Big-Data-Analytics-and-Intelligent-Applications-for-Smart-and-Secure-Healthcare-Services/Upreti-Kumar-Alam-Nasir-Samanta/p/book/9781032832791)

Tags from this library: No tags from this library for this title. Log in to add tags.

Average rating: 0.0 (0 votes)

Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode
Book	Indian Institute of Management LRC General Stacks	Public Policy & General Management	362.10285 UPR (Browse shelf(Opens below))	1	Available		008741

Table of Contents:

1. Screen usage and health outcomes in female children: A machine learning analysis of overweight status and yearly illness frequency

Anshul Srivastava, Suryya Farhat, Pratibha Pandey, Sonalika Srivastava

2. Automatic technology implications for agriculture and world socio-economic Impact

Korab Jashari, Jona Gecaj, Jona Berbatovci, Artesa Qela, Debabrata Samanta,

3. Harnessing deep learning for early detection of Covid-19 using chest X-rays

B. Narendra Kumar Rao, B. Bhaskar Kumar Rao, Nagendra Panini Challa,

4. Integrating intelligence: The convergence of computer science and engineering in cyber-physical systems

Rupanshi Agarwal, Akash Sanghi, Gaurav Agarwal, Amit Kumar Gupta, Kamal Upreti

5. Optimization of manufacturing processes using computational intelligence techniques

Vishakha Kuwar, Vandana Sonawaney, Mustafizul Haque

6. Transforming intelligent systems for the healthcare industry in the Balkan

Amela Kajtazi, Lea Krasniqi, Debabrata Samanta,

7. Menstrual cup as a sustainable menstrual hygiene product: Nonuser’s perspectives

Priyanka Behrani, Anupama Dave

8. Overview of big data analytics for sustainable healthcare

Vandana Gupta, Sumit Agarwal, Neha Verma

9. Smart health revolution: Unleashing the power of AI, electronic health record and IoT for sustainable systems

Kanchan Naithani, Shrikant Tiwari, Alok Singh Chauhan, Ramesh S. Wadawadagi

10. Exploring the impact of smart watches on health management for seniors citizen: A qualitative study

Nidhi Singh, Shitiz Upreti, Kamal Upreti, Sumegh Tharewal, Nishant Kumar

11. Telemedicine and remote patient monitoring (RPM) in smart healthcare systems: a bibliometric analysis using Spar-4-Slr protocol

Lalrengpuii, Manish Kumar Srivastava, Amit Kumar Pandey, Jitendra Singh Kushwah, Keerti Shrivastava, Rakesh Kumar

12. An empirical investigation on the impact of waiting time on patients satisfaction

Ganesha K S, Tejaswini M

13. Transforming the digital landscape: The economic impact of AI in e-commerce and online services

Priyanka Vilas Paithankar, Shubham Rajendra Ekatpure, Jatin Chopra, Prakash Divakaran, Vandana Mishra Chaturvedi, Shirish Mohan Dubey

14. Artificial womb technology

Aditya K Gupta, Harshita Tanwar, Mohd Naved

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.

(https://www.routledge.com/Big-Data-Analytics-and-Intelligent-Applications-for-Smart-and-Secure-Healthcare-Services/Upreti-Kumar-Alam-Nasir-Samanta/p/book/9781032832791)

There are no comments on this title.

to post a comment.