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by Carol Oliver, Conor Mallucci, Abir Hussain, Dhiya Al-Jumeily
Applied Computing in Medicine and Health
Cover image
Title page
Table of Contents
Copyright
List of Contributors
Editor Biographies
Author Biographies
Acknowledgment
Introduction
Chapter 1. Early Diagnosis of Neurodegenerative Diseases from Gait Discrimination to Neural Synchronization
Introduction
Research Challenges
Neurodegenerative Diseases
Classification Algorithms for NDDs
Neural Synchronization and Data Collection
Neural Synchrony Measurement Technique
Data Description and Data Filtering
Different Approaches to Compute EEG Synchrony
Statistical Analysis
Conclusion
Chapter 2. Lifelogging Technologies to Detect Negative Emotions Associated with Cardiovascular Disease
Introduction
Background
Research Challenges
Summary
Chapter 3. Gene Selection Methods for Microarray Data
Introduction to Gene Selection
Feature Selection Algorithms Based on Wrapper Approach
Unsupervised Filter Based Feature Selection Algorithms
Conclusions
Chapter 4. Brain MRI Intensity Inhomogeneity Correction Using Region of Interest, Anatomic Structural Map, and Outlier Detection
Introduction
Mathematical Models of Bias Field
Design Techniques of Current Algorithms
Importance of Current Algorithms
Methods
Experimental Design
Discussion
Conclusion
Chapter 5. Leveraging Big Data Analytics for Personalized Elderly Care: Opportunities and Challenges
Introduction
The Challenge of Personalization in Elderly Care
Big Data Analytics for Elderly Care
Proposed Framework
Example Scenario
Discussion and Conclusion
Chapter 6. Prediction of Intrapartum Hypoxia from Cardiotocography Data Using Machine Learning
Introduction
Monitoring Intrapartum Fetal Hypoxia
Ambulatory CTG Monitoring
Proposed Methodology
Future Research Directions
Conclusions
Chapter 7. Recurrent Neural Networks in Medical Data Analysis and Classifications
Introduction
Medical Data Preprocessing
Classification
RNNs for Classification
Introduction to Preterm
Electrohysterogram
Uterine EHG Signal Processing
Modeling RNN for Forecasting
Conclusion
Chapter 8. Assured Decision and Meta-Governance for Mobile Medical Support Systems
Introduction
Related Work and Literature Review
A Calculus of Situations for Mobile Decision Support Systems Assurance
Implementation Strategy
Case Study
Conclusions and Future Work
Chapter 9. Identifying Preferences and Developing an Interactive Data Model and Assessment for an Intelligent Mobile Application to Manage Young Patients Diagnosed with Hydrocephalus
Introduction
Mobile Computing and Current Trends
Mobile Technologies in Health Care
Current Practices in Managing Patients with Hydrocephalus
Development Methodology
Findings
The Intelligent NeuroDiary Application System (iNAS)
Conclusion
Chapter 10. Sociocultural and Technological Barriers Across all Phases of Implementation for Mobile Health in Developing Countries
Introduction
Mobile Health Implementation
Methodology
Potential Barriers to mHealth Implementation in Developing Countries
Discussion and Findings
Conclusion
Chapter 11. Application of Real-Valued Negative Selection Algorithm to Improve Medical Diagnosis
Introduction
Related Work
Biological Immune System
Artificial Immune System
Negative Selection Algorithm
Experimental Investigation and Classification Results
Conclusion
Chapter 12. Development and Applications of Mobile Farming Information System for Food Traceability in Health Management
Food Traceability for Safety and Health
Development of Mobile Farming Information System
Applications of the Mobile Farming Information System
Summary and Conclusions
Chapter 13. Telehealth in Primary Health Care: Analysis of Liverpool NHS Experience
Introduction
Method
Analysis and Result
Conclusion and Recommendations
Chapter 14. Swarm Based-Artificial Neural System for Human Health Data Classification
Introduction
Issues on Human Health
Related Works on Human Health
Swarm-Based Artificial Neural System
The Proposed Learning Algorithms
Classification of Health Data Using the Proposed Approach
Experimental Design
Simulation Results on Health Data Classification
Conclusion
Index
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Table of Contents
Applied Computing in Medicine and Health
Editors
Dhiya Al-Jumeily
Abir Hussain
Conor Mallucci
Carol Oliver
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