图书简介
Today’s healthcare organizations must focus on a lot more than just the health of their clients. The infrastructure it takes to support clinical-care delivery continues to expand, with information technology being one of the most significant contributors to that growth. As companies have become more dependent on technology for their clinical, administrative, and financial functions, their IT departments and expenditures have had to scale quickly to keep up. However, as technology demands have increased, so have the options for reliable infrastructure for IT applications and data storage. The one that has taken center stage over the past few years is cloud computing. Healthcare researchers are moving their efforts to the cloud because they need adequate resources to process, store, exchange, and use large quantities of medical data.Cloud Computing in Medical Imaging covers the state-of-the-art techniques for cloud computing in medical imaging, healthcare technologies, and services. The book focuses onMachine-learning algorithms for health data securityFog computing in IoT-based health careMedical imaging and healthcare applications using fog IoT networksDiagnostic imaging and associated servicesImage steganography for medical informaticsThis book aims to help advance scientific research within the broad field of cloud computing in medical imaging, healthcare technologies, and services. It focuses on major trends and challenges in this area and presents work aimed to identify new techniques and their use in biomedical analysis.
Acknowledgements
Preface
Editors
Contributors
1 Cloud Computing in Healthcare and Medical Imaging: A Brief Overview
SARAH M. AYYAD, MOHAMED SHEHATA, ALI H. MAHMOUD, MOHAMMED GHAZAL, JASJIT S. SURI, AND AYMAN EL-BAZ
2 ISM and DEMATEL Analysis of H4.0 Enablers in the Indian Healthcare Industry
PADMAKALI BANERJEE, VINEET JAIN, AND PUNEETA AJMERA
3 Machine Learning Algorithms for Health Data Security: A Systematic Review
NAIF AL MUDAWI, ABDULWAHAB ALAZEB, MOHAMMED S. ALSHEHRI, AND SULTAN ALMAKDI
4 Fog Computing in IoT-Based Healthcare Systems
AZADEH ZAMANIFAR AND ALI YAMINI
5 Medical Imaging and Healthcare Applications Using 5G.
ENJIE LIU, YOUBING ZHAO, AND ABIMBOLA EFUNOGBON
6 The Application of Cloud-Computing Technology to Improve Patients’ Medical History Access to Clinicians for Quality of Care in the Fourth Industrial Revolution
NGOAKO SOLOMON MARUTHA
7 Diagnostic Imaging and Associated Services: Toward Interoperability and Cloud Computing
CEZAR MIRANDA PAULA DE SOUZA AND ITAMIR DE MORAIS BARROCA FILHO
8 Health Monitoring Based on the Integrated Offer of Cloud-IoT Sensing Services
GABRIEL NEAGU
9 Sleep-Stage Identification Using Recurrent Neural Network for ECG Wearable-Sensor Systems
NICO SURANTHA AND VINCENT VALENTINE JANSEN
10 Classification of Methods to Reduce Clinical Alarm Signals for Remote Patient Monitoring: A Critical Review
TEENA ARORA, VENKI BALASUBRAMANIAN, ANDREW STRANIERI, MAI SHENHAN, RAJKUMAR BUYYA, AND SARDAR M.N. ISLAM
11 Cloud Computing in Medical Imaging, Healthcare Technologies, and Services
ARUSHI ANANTHAKRISHNAN, ARYA AGRAWAL, ASMI DHULL, MANAN GUPTA, DHANUSH SRIKANTH, SHREEMANTO LAHIRI, DIVYANSH SRIVASTAVA, AND UTKARSH CHADHA
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