This book focuses on recent developments in integrating AI, machine learning methods, medical image processing, advanced network security, and advanced antenna design techniques to implement practical Mobile Health (M-Health) systems. The editors bring together researchers and practitioners who address several developments in the field of M-Health. Chapters highlight intelligent healthcare IoT and Machine Learning based systems for personalized healthcare delivery and remote monitoring applications.
The contents also explain medical applications of computing technologies such as Wireless Body Area Networks (WBANs), wearable sensors, multi-factor authentication, and cloud computing. The book is intended as a handy resource for undergraduate and graduate biomedical engineering students and mobile technology researchers who want to know about the recent trends in mobile health technology.
Table of Contents
Chapter 1 An SDN-Based Wban Using Congestion Control Routing Algorithm With Energy Efficiency
- Introduction
- Multiuser Detection
- Interference Cancellation
- Existing System
- Exhaustive Search Method For Channel Estimation For Ofdm
- Disadvantages of Existing System
- Proposed Methodology
- Results and Discussion
- Conclusion
- Consent For Publication
- Conflict of Interest
- Acknowledgements
- References
Chapter 2 Covid-19 - Novel Short-Term Prediction Methods
- Introduction
- The Hurdles in Predicting Covid-19
- Materials and Methods
- Novel Next Day Prediction Method
- Novel M Days Prediction Method
- The Mobile App
- Result and Discussion
- Next Day Prediction Analysis
- N-Days Deviation and M-Days Prediction Analysis
- Conclusion
- Consent For Publication
- Conflict of Interest
- Acknowledgements
- References
Chapter 3 Intrusion Detection in Iot Based Health Monitoring Systems
- Introduction
- Related Works
- Host-Based Intrusion Detection System (Hids)
- Network Intrusion Detection System (Nids)
- Proposed Method
- Data Collection
- Pre-Processing
- Results and Discussion
- Conclusion
- Consent For Publication
- Conflict of Interest
- Acknowledgement
- References
Chapter 4 Machine Learning Methods For Intelligent Health Care
- Introduction
- Applications of Machine Learning in Health Care
- Diagnosis of Diseases
- Drug delivery and Manufacture
- Medical Imaging Diagnosis
- Personalized Medicine
- Machine Learning-Based Behavioral Modification
- Smart Health Records
- Clinical Trial and Research
- Crowd Sourced Data Collection
- Better Radiotherapy
- Outbreak Prediction
- Artificial Intelligence in Healthcare
- Clinical Analysis
- Machine Learning Approaches in Smart Health
- Machine Learning Methods in Smart Health
- Conclusion
- Consent For Publication
- Conflict of Interest
- Acknowledgement
- References
Chapter 5 Multi-Factor Authentication Protocol Based on Electrocardiography Signals For A Mobile Cloud Computing Environment
- Introduction
- Related Work
- Efficient Privacy-Aware Authentication Scheme For Mobile Cloud Computing Services
- An Enhanced Privacy-Aware Authentication Scheme For Distributed Mobile Cloud Computing Services
- Cc Authentication Service Based on Keystroke Standards
- Efficient Authentication System Based on Several Factors For Mcc
- Comparison Between the Works Presented and This Work
- Proposed Protocol
- Initial Considerations
- The Network Model
- The Authentication Model
- Registration
- Authentication
- Update
- Specific Aspects of the Electrocardiography-Based Process
- Results Analyses From Electrocardiography-Based Authentication Process
- Conclusion
- Consent For Publication
- Conflict of Interest
- Acknowledgements
- References
Chapter 6 Recent Trends in Mobile Computing in Health Care, Challenges and Opportunities
- Introduction
- Internet of Things
- Various Sector of Internet of Things
- Conclusion
- Consent For Publication
- Conflict of Interest
- Acknowledgement
- References
Chapter 7 Secure Medical Data Transmission in Mobile Health Care System Using Medical Image Watermarking Techniques
- Introduction
- Performance Measures
- Peak Signal To Noise Ratio (Psnr)
- Normalized Cross-Correlation (Ncc)
- Structural Similarity Index (Ssim)
- Number of Pixels Change Rate (Npcr)
- Unified Average Changing Intensity (Uaci)
- Intelligent Based Reversible Medical Image Watermarking
- Preliminaries
- Integer Wavelet Transform (Iwt)
- Singular Value Decomposition (Svd)
- Genetic Algorithm (Ga)
- Intelligent Based Medical Image Watermarking (Imw)
- Watermark Extraction
- Experimental Results
- Visually Meaningful Image Encryption (Vmie)
- Decryption and Authentication
- Experimental Analysis
- Keyspace Analysis
- Histogram Attack
- Differential Attack
- Conclusion
- Consent For Publication
- Conflict of Interest
- Acknowledgements
- References
Chapter 8 Smartphone-Based Real-Time Monitoring and Forecasting of Drinking Water Quality Using Lstm and Gru in Iot Environment
- Introduction
- Methods and Materials
- Experiments and Discussion
- Conclusion
- Consent For Publication
- Conflict of Interest
- Acknowledgement
- References
Chapter 9 Iot-Enabled Crowd Monitoring and Control To Avoid Covid Disease Spread Using Crowdnet and Yolo
- Introduction
- Background of the Research Work
- Literature Survey
- Yolo Model For Crowd Detection
- Crowdnet Algorithm For Crowd Detection
- Yolo Open Cv Flow Model
- Data Analytics For Collected Crowd Data Based on Location Tags
- Crowdnet For Crowd Detection
- Results
- Conclusion and Future Work
- Consent For Publication
- Conflict of Interest
- Acknowledgement
- References
Chapter 10 A Game-Based Neurorehabilitation Technology To Augment Motor Activity of Hemiparesis Patients
- Introduction
- Anatomy and Physiology of Brain
- Frontal Lobe
- Temporal Lobe
- Parietal Lobe
- Occipital Lobe
- Definition of Stroke
- Ischemic Stroke
- Embolic Stroke
- Hemorrhagic Stroke
- Intracerebral Stroke
- Symptoms
- Causes
- Diagnosis
- Treatment and Recovery
- Existing Technology
- Therapeutic Rehabilitation Exercise
- Music Therapy
- Constraint Induced Movement Therapy
- Robot-Based Rehabilitation
- Mirror Therapy
- Magnetic Brain Stimulation
Author
- Sivakumar R.
- Dimiter Velev
- Basim Alhadidi
- S. Vidhya
