Computational Intelligence and Blockchain in Biomedical and Health Informatics

Pankaj Bhambri,Sita Rani,Muhammad Fahim

• Verlag: CRC Press
• Jahr: 2024
• ISBN:
  9781040044209
• Auflage: 1
• Thema: Technologie et ingénierie
• Thema: Ingénierie industrielle

Advancements in computational intelligence, which encompasses artificial intelligence, machine learning, and data analytics, have revolutionized the way we process and analyze biomedical and health data. These techniques offer novel approaches to understanding complex biological systems, improving disease diagnosis, optimizing treatment plans, and enhancing patient outcomes. Computational Intelligence and Blockchain in Biomedical and Health Informatics introduces the role of computational intelligence and blockchain in the biomedical and health informatics fields and provides a framework and summary of the various methods. The book emphasizes the role of advanced computational techniques and offers demonstrative examples throughout. Techniques to analyze the impacts on the biomedical and health Informatics domains are discussed along with major challenges in deployment. Rounding out the book are highlights of the transformative potential of computational intelligence and blockchain in addressing critical issues in healthcare from disease diagnosis and personalized medicine to health data management and interoperability along with two case studies. This book is highly beneficial to educators, researchers, and anyone involved with health data.

Features:

• Introduces the role of computational intelligence and blockchain in the biomedical and health informatics fields.

• Provides a framework and a summary of various computational intelligence and blockchain methods.

• Emphasizes the role of advanced computational techniques and offers demonstrative examples throughout.

• Techniques to analyze the impact on biomedical and health informatics are discussed along with major challenges in deployment.

• Highlights the transformative potential of computational intelligence and blockchain in addressing critical issues in healthcare from disease diagnosis and personalized medicine to health data management and interoperability.

Inhaltsverzeichnis

• Cover
• Half Title
• Title
• Copyright
• Contents
• Preface
• Authors
• List of Contributors
• Chapter 1 Bioengineering and Healthcare Data Analysis: Introduction, Advances, and Challenges
• Chapter 2 Biomedical Engineering Modelling and Simulation
• Chapter 3 Information Extraction and Knowledge Discovery in Biomedical Engineering and Health Informatics
• Chapter 4 Distributed Frameworks: Applications and Security Issues
• Chapter 5 Blockchain Technology Framework: Issues and Future Challenges
• Chapter 6 Blockchain Technology State of Art and Future Scenario
• Chapter 7 Security Aspects of Blockchain Technology
• Chapter 8 Computational Intelligence and Blockchain in Diversified Applications
• Chapter 9 Computational Intelligence and Blockchain in Distributed Applications: Benefits and Challenges
• Chapter 10 Computational and Blockchain Methods in Distributed Biomedical and Health Informatics: Applications, Architecture, Applications, and Challenges
• Chapter 11 Healthcare Computational Intelligence and Blockchain: Real-Life Applications
• Chapter 12 Intelligent Development in Healthcare With the Internet
• Chapter 13 Intelligent Development in Healthcare With the Internet: Case Study I
• Chapter 14 Intelligent Development in Healthcare With the Internet: Case Study II
• Chapter 15 Unleashing the Potential of Blockchain in Healthcare: A Comparative Analysis of Leading Companies
• Chapter 16 Threat Analysis and Security Measures for the Internet of Medical Things (IoMT): A Study
• Chapter 17 Leveraging Web 3.0 to Develop Play-to-Earn Apps in Healthcare using Blockchain
• Chapter 18 Advancements in Modelling, Imaging, and Simulation of Cardiovascular Diseases: A Technological Revolution in Modern Healthcare
• Chapter 19 Blockchain-Enhanced Convolutional Neural Networks for Efficient Detection of Cardiovascular Abnormalities
• Chapter 20 Research Landscape of Blockchain and Computational Intelligence in Healthcare and Biomedical Fields: A Bibliometric Analysis
• Chapter 21 Bone Marrow Cancer Detection From Leukocytes using Neural Networks
• Chapter 22 Pulmonary and Lungs Nodule Classification using Deep Learning
• Index