
- 272 pages
- English
- PDF
- Available on iOS & Android
Computer Systems for Healthcare and Medicine
About this book
The development of modern civilization leads us to solve new problems which did not exist before. The contemporary world faces a great challenge of aging societies, where increasing numbers of senior citizens require constant medical attention. Advanced technologies must be implemented to ensure the safety and well-being of elderly people, patients in hospitals, and disabled persons. These include both sophisticated data acquisition systems and data processing algorithms aimed at the constant and discreet monitoring of persons whilst raising alarm if immediate attention is required. Computer Systems for Healthcare and Medicine presents a novel look at the introduced problems, including proposed solutions in the form of automated data acquisition and processing systems, which were tested in various environments. Characteristic features include a wide range of sensors used to monitor the situation of the person, and accurate decision making algorithms, often based on the computational intelligence domain. Technical topics discussed in the book include the following applications for healthcare: >> Infrared sensors
>> MEMS
>> Ultra wideband radars
>> Deep learning
>> Decision trees
>> Artificial neural networks
>> Gabor filters
>> Decision support systems
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Information
Table of contents
- Front Cover
- Half Title Page
- RIVER PUBLISHERS SERIES IN INFORMATION SCIENCE AND TECHNOLOGY
- Title Page- Computer Systems for Healthcare and Medicine
- Copyright Page
- Contents
- Preface
- Acknowledgements
- List of Contributors
- List of Figures
- List of Tables
- List of Abbreviations
- Chapter 1 - Ultra-Wide Band Radar Monitoring of Movements in Homes of Elderly and Disabled People: A HealthCare Perspective
- Chapter 2 - A System for Elderly Persons Behaviour Wireless Monitoring
- Chapter 3 - Polychromatic LED Device for Measuring the Critical Flicker Fusion Frequency
- Chapter 4 - EIGER Indoor UWB-Positioning System
- Chapter 5 - On Detection and Estimation of Breath Parameters Using Ultrawide Band Radar
- Chapter 6 - Gabor-Filter-based Longitudinal Strain Estimation fromTagged MRI
- Chapter 7 - A Decision Support System for Localisation and Inventory Management in Healthcare
- Chapter 8 - Deep Learning Classifier for Fall Detection Based on IR Distance Sensor Data
- Chapter 9 - Decision Trees Implementation in Monitoring of Elderly Persons Based on the Depth Sensors Data
- Chapter 10 - Recurrent Approximation in the Tasks of the Neural Network Synthesis for the Control of Process of Phototherapy
- Index
- About the Editors
- About the Authors
- Back Cover