Applied Smart Health Care Informatics : A Computational Intelligence Perspective

Sourav De

ISBN 10: 1119743176 / ISBN 13: 9781119743170

Verlag: Wiley Mär 2022, 2022

Beschreibung

Neuware - Applied Smart Health Care InformaticsExplores how intelligent systems offer new opportunities for optimizing the acquisition, storage, retrieval, and use of information in healthcareApplied 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 systemsApplied 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. Bestandsnummer des Verkäufers 9781119743170

Bibliografische Details

Titel: Applied Smart Health Care Informatics : A ...

Verlag: Wiley Mär 2022

Erscheinungsdatum: 2022

Einband: Buch

Zustand: Neu

Über diesen Titel

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 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.