Applications of Intelligent Technologies in Healthcare

1. Auflage 2019
ISBN: 978-3-319-96138-5
Verlag: Springer

Buch, Englisch, 167 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 448 g

Reihe: EAI/Springer Innovations in Communication and Computing

This book covers topics related to medical practices from communications technology point of view. The book provides detailed inside information about the use of health informatics and emerging technologies for the well-being of patients. Each chapter in this book focuses on a specific development in the use of informatics in healthcare. In general, each chapter uses various emerging technologies such as Internet of Things (IoT), Big Data, Cloud computing, Wireless Body Area Networks (WBAN), for various health-related illness, such as tuberculosis, heart diseases, asthma and various epidemic outbreaks. The book is intended both for communications engineers with a healthcare focus and medical researchers.

Zielgruppe

Research

Autoren/Hrsg.

Khan, Fazlullah

Jan, Mian Ahmad

Alam, Muhammad

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizinische Mathematik & Informatik
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Wirtschaftswissenschaften Betriebswirtschaft Bereichsspezifisches Management Betriebliches Gesundheitsmanagement

Inhaltsverzeichnis

Introduction.- Quality Assessment and Classification of heart sounds using PCG signal.- Classification of Normal Heart beats using Spectral and non-spectral features for phonocardiography signals.- Segmentation of Chest Radiographs for Tuberculosis Screening Using Kernel Mapping and Graph Cuts.- Survey Analysis of Automatic Detecting and Grading of Cataract using Different Imaging Modalities.- A privacy risk assessment for the Internet of Things in Healthcare.- Parallel Computation on Large Scale DNA Sequences.- Augmented and Virtual Reality in Mobile Fitness Applications: A Survey.- Cloud–assisted IoT-based smart respiratory monitoring system for asthma patients.- Blood cells counting and segmentation using Image Processing techniques.- SmartAssist- Smartphone Based Drug Compliance for Elderly People and People with Special Needs.- An Overview of OCT Techniques for Detection of Ophthalmic Syndromes.- Fully automated identification of heart sounds for the analysis of cardiovascular pathology.- Modeling and Simulation of Resource constrained Vaccination Strategies and Epidemic outbreaks.- Big Data in Healthcare: A Survey.- Conclusion.

Über Autor(innen)

Fazlullah Khan is an Assistant Professor at the Department of Computer Science, Abdul Wali Khan University Mardan, Pakistan. Currently, he is pursuing his Ph.D. at the department of computer science, Abdul Wali Khan University Mardan, Pakistan. He has completed his MS in Information Engineering from the Faculty of Electrical Electronics & Information Engineering, at Nagaoka University of Technology (NUT) Japan. He has MS degree in Computer Software Engineering from National University of Sciences and Technology Islamabad, Pakistan. He was awarded gold medal in BS in Information Technology from the University of Peshawar, Pakistan. He had been the recipient of various prestigious scholarships during his studies. He was the recipient of MEXT scholarship for two years at NUT Japan. His research interests are cross layer signaling and performance analysis of Mobile Ad Hoc Networks, Vehicular Ad Hoc Networks, Cognitive Radio Networks, Wireless Sensor Networks, Wireless Sensor andActor Networks, and Cognitive Radio Sensor Networks. Recently, he has been involved in latest developments in the field of Underwater Sensor Network Localization and Secured Ticketing, Internet of Vehicles security and privacy issues, Software-defined Radio VANET, Internet of Vehicles, and Big Data Analytics. He has published his research work in various IEEE and ACM/Springer International conferences and in the Institute of Electronics, Information and Communication (IEICE), Japan. Recently, he has been chair of various conferences and special sessions such as EAI Future5v-2017, IEEE CCODE-2017, EAI IoT-BC2. He has been invited to serve as a Technical Program Committee Member for various IEEE international conferences. He has been an active reviewer for high cited and highly ranked international journals, including Springer MONET, IET Wireless Sensor Systems, IEEE Communication Magazine, IEEE Transaction on ITS, and so on.

Mian Ahmad Jan isan Assistant Professor at the Department of Computer Science, Abdul Wali Khan University Mardan, Pakistan. He holds a Ph.D. in Computer Systems from University of Technology Sydney, Australia. His research interests include cluster-based hierarchical routing protocols, congestion detection and mitigation and intrusion and malicious attack detections in wireless sensor networks, Internet and web of things. He has published his research in various prestigious IEEE Transactions, Springer and Elsevier Journals. Besides, he has published his work in numerous International Conferences as well. He has served on editorial board and guest editor for various prestigious journals. He is an active reviewer of numerous IEEE Transactions, and Elsevier and Springer journals.

Muhammad Alam holds a PhD degree in Computer Science from University of Aveiro, Portugal (2013-14) and has a MS degree in Computer Science from International Islamic university Islamabad, Pakistan. In 2009, he joined the Instituto de Telecomunicações - Aveiro (Portugal) as researcher and completed his Ph.D. from University of Aveiro with a specialization in Inter Layer and Cooperative Design Strategies for Green Mobile Networks. He has participated in several European Union FP7 projects such as Hurricane, C2POWER, ICSI, PEACE and Portuguese government funded projects such SmartVision. He has been working as senior researcher at Instituto de Telecomunicações and participating in European Union and Portuguese government funded projects. Currently, he is an assistant professor at Xi'an Jiaotong-Liverpool University (XJTLU), Suzhou, China. His research interests include IoT, Real-time wireless communication, 5G, Vehicular networks, Context-aware systems and Radio resource management in next generation wireless networks. He has authored/edited 3 books and over 100 publications in refereed journals and conferences as well as book chapters. He is the TPC member and reviewerfor a number of reputed conferences, journals, and magazines. He is IEEE and IEEE IES senior member. He served as general co-chair of future 5V conference and also served as session chair in a number of reputed conferences such as IEEE IECON 2016, IEEE WFCS 2016, IEEE ITSC 2015. He also provided his services as guest editor to several journals.