Applied Smart Health Care Informatics: A Computational Intelligence Perspective (The Wiley Series in Intelligent Signal and Data Processing) - Hardcover

Hardcover

ISBN 10: 1119743176 ISBN 13: 9781119743170

Verlag: Wiley, 2022

Inhaltsangabe

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.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr. Sourav De, Associate Professor, Department of Computer Science and Engineering, Cooch Behar Government Engineering College, India.

Dr. Rik Das, Assistant Professor, Department of Information Technology, Xavier Institute of Social Service, India.

Dr. Siddhartha Bhattacharyya, Principal, Rajnagar Mahavidyalaya, India.

Dr. Ujjwal Maulik, Professor, Department of Computer Science and Engineering, Jadavpur University, India.

Von der hinteren Coverseite

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.

Aus dem Klappentext

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
• Includes a companion website with video tutorials for each chapter in the text

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.

Details zur Ausgabe

• Verlag: Wiley
• Erscheinungsdatum: 2022
• Sprache: Englisch
• ISBN 10: 1119743176
• ISBN 13: 9781119743170
• Einband: Gebundene Ausgabe
• Auflage: 1
• Anzahl der Seiten: 224
• Herausgeber: De Sourav, Das Rik, Bhattacharyya Siddhartha, Maulik Ujjwal
• Kontakt zum Hersteller: Wiley-VCH GmbH; product_safety@wiley.com; ; Boschstrasse 12; Weinheim; 69469; Deutschland