Description
Healthcare Data Analytics and Management help readers disseminate cutting-edge research that delivers insights into the analytic tools, opportunities, novel strategies, techniques and challenges for handling big data, data analytics and management in healthcare. As the rapidly expanding and heterogeneous nature of healthcare data poses challenges for big data analytics, this book targets researchers and bioengineers from areas of machine learning, data mining, data management, and healthcare providers, along with clinical researchers and physicians who are interested in the management and analysis of healthcare data.- Covers data analysis, management and security concepts and tools in the healthcare domain- Highlights electronic medical health records and patient information records- Discusses the different techniques to integrate Big data and Internet-of-Things in healthcare, including machine learning and data mining- Includes multidisciplinary contributions in relation to healthcare applications and challenges
Table of Contents
1. Internet of Things, Smart Sensors,and Pervasive Systems: Enabling the Connected and Pervasive Health Care2. Migration of Healthcare Relational Database to NoSQL Cloud Database for Healthcare Analytics and Management3. Developing a Decision Support System for Big Data Analysis and Cost Allocation in National Health Care4. Securing Large Datasets Involving Fast performing Key Bunch Matrix Block Cipher5. Comparative Analysis of Semantic Framework in Healthcare6. Smart Ambulance System Using Concept of Big Data and Internet of Things7. Mathematical methods of ECG data analysis8. Smart Information Technology for Universal Health Care9. Handling Uncertainty in IoT Design: An Approach of Statistical Machine Learning with Distributed Second order Optimization10. A reversible and secure Electronic Patient Record (EPR) embedding technique using histogram bin shifting and RC6 encryption11. Secure and Reversible Data Hiding Scheme for Healthcare System using Magic Rectangle and a new Interpolation Technique
