Applied Smart Health Care Informatics

A Computational Intelligence Perspective

Sourav De, Rik Das, Siddhartha Bhattacharyya, Ujjwal Maulik, Sourav De, Rik Das, Siddhartha Bhattacharyya, Ujjwal Maulik

• Publisher: Wiley
• Year: 2022
• Print ISBN: 9781119743170
• eBook ISBN: 9781119743200
• Edition: 1
• Topic: Technology & Engineering
• Subtopic: Electrical Engineering & Telecommunications
• Index: Technology & Engineering

Applied Smart Health Care Informatics

Explores how intelligent systems offer new opportunities for optimizing the acquisition, storage, retrieval, and use of information in healthcare

Applied Smart Health Care Informatics explores how health information technology and intelligent systems can be integrated and deployed to enhance healthcare management. Edited and authored by leading experts in the field, this timely volume introduces modern approaches for managing existing data in the healthcare sector by utilizing artificial intelligence (AI), meta-heuristic algorithms, deep learning, the Internet of Things (IoT), and other smart technologies.

Detailed chapters review advances in areas including machine learning, computer vision, and soft computing techniques, and discuss various applications of healthcare management systems such as medical imaging, electronic medical records (EMR), and drug development assistance. Throughout the text, the authors propose new research directions and highlight the smart technologies that are central to establishing proactive health management, supporting enhanced coordination of care, and improving the overall quality of healthcare services.

• Provides an overview of different deep learning applications for intelligent healthcare informatics management
• Describes novel methodologies and emerging trends in artificial intelligence and computational intelligence and their relevance to health information engineering and management
• Proposes IoT solutions that disseminate essential medical information for intelligent healthcare management
• Discusses mobile-based healthcare management, content-based image retrieval, and computer-aided diagnosis using machine and deep learning techniques
• Examines the use of exploratory data analysis in intelligent healthcare informatics systems

Applied Smart Health Care Informatics: A Computational Intelligence Perspective is an invaluable text for graduate students, postdoctoral researchers, academic lecturers, and industry professionals working in the area of healthcare and intelligent soft computing.

Table of contents

• Cover
• Title Page
• Copyright
• Contents
• Preface
• About the Editors
• List of Contributors
• Chapter 1 An Overview of Applied Smart Health Care Informatics in the Context of Computational Intelligence
• Chapter 2 A Review on Deep Learning Method for Lung Cancer Stage Classification Using PET‐CT
• Chapter 3 Formal Methods for the Security of Medical Devices1
• Chapter 4 Integrating Two Deep Learning Models to Identify Gene Signatures in Head and Neck Cancer from Multi‐Omics Data
• Chapter 5 A Review of Computational Learning and IoT Applications to High‐Throughput Array‐Based Sequencing and Medical Imaging Data in Drug Discovery and Other Health Care Systems
• Chapter 6 Association Rule Mining Based on Ethnic Groups and Classification using Super Learning1
• Chapter 7 Neuro‐Rough Hybridization for Recognition of Virus Particles from TEM Images1
• Chapter 8 Neural Network Optimizers for Brain Tumor Image Detection
• Chapter 9 Abnormal Slice Classification from MRI Volumes using the Bilateral Symmetry of Human Head Scans
• Chapter 10 Conclusion
• Index
• EULA