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Table of Contents
Intro
ICAIHC Committee
Preface
Acknowledgements
Contents
About the Editors
1 An Adaptive Fuzzy-Based Clustering Model for Healthcare Wireless Sensor Networks
1.1 Introduction
1.1.1 Resource Management in WSN
1.2 Related Work
1.3 Proposed Model
1.3.1 Fuzzy Sets and Neuro-fuzzy Logic Theory
1.4 Simulation and Results
1.5 Conclusion and Future Work
References
2 Artificial Pancreas (AP) Based on the JAYA Optimized PI Controller (JAYA-PIC)
2.1 Introduction
2.2 Problem Statements Formulations
2.2.1 Clinical Information
2.2.2 Simulation Model
2.2.3 MID
2.2.4 Patient Output
2.3 Control Algorithms
2.3.1 Development of JAYA-PIC
2.4 Results
2.4.1 JAYA-PIC Action in Patient
2.4.2 Analysis of Control Actions
2.5 Conclusions
References
3 Security Issues and Solutions for Reliable WBAN-Based e-Healthcare Systems: A Systematic Review
3.1 Introduction
3.2 Methodology
3.3 Secured WBAN Requirements
3.3.1 Security Paradigms for WBAN
3.3.2 Security Needs in WBAN
3.4 Security Solutions
3.5 Case Studies on WBAN Prototypes
3.6 Conclusion
References
4 Brain Tumour Detection by Multilevel Thresholding Using Opposition Equilibrium Optimizer
4.1 Introduction
4.2 Multilevel Thresholding Based on Entropy
4.2.1 Multilevel Thresholding: A Mathematical Approach
4.2.2 Entropy Functions
4.3 Opposition Equilibrium Optimizer (OEO)
4.4 Proposed Brain Tumour Detection Method Using OEO-Based Multilevel Thresholding Approach
4.5 Results and Discussion
4.6 Conclusion
References
5 RescuePlus
5.1 Introduction
5.2 Literature Review
5.3 Existing Solution
5.4 Proposed Solution
5.5 Result
5.6 Future Scope
5.7 Conclusion
References
6 Skeletal Bone Age Determination Using Deep Learning
6.1 Introduction
6.2 Methodology
6.2.1 Data Set Selection
6.2.2 Data Pre-processing
6.3 Custom Model
6.3.1 Model Architecture
6.3.2 Approaches
6.4 Experiments
6.4.1 Loss Functions
6.4.2 Comparing with Pre-trained Models
6.5 Conclusion
References
7 Chimp Optimization Algorithm-Based Feature Selection for Cardiac Image-Based Heart Disease Diagnosis
7.1 Introduction
7.2 Chimp Optimization Algorithm-Based Feature Selection for Heart Disease Diagnosis
7.2.1 Pre-processing
7.2.2 Feature Extraction
7.2.3 Feature Selection Using ChOA
7.2.4 Classification Using SVNN
7.3 Results and Discussion
7.4 Conclusion
References
8 The Hospitality Industry's Impact on the COVID-19 Epidemic: A Case Study of Ukraine
8.1 Introduction
8.2 Literature Review
8.3 Research Methods
8.4 Results
8.4.1 State and Legal Measures
8.5 Conclusion
References
9 Society in Front of a COVID-19 Pandemic: India Versus Ukraine
9.1 Introduction
9.1.1 Research Background
9.2 Research Methods and Materials
9.3 Results
ICAIHC Committee
Preface
Acknowledgements
Contents
About the Editors
1 An Adaptive Fuzzy-Based Clustering Model for Healthcare Wireless Sensor Networks
1.1 Introduction
1.1.1 Resource Management in WSN
1.2 Related Work
1.3 Proposed Model
1.3.1 Fuzzy Sets and Neuro-fuzzy Logic Theory
1.4 Simulation and Results
1.5 Conclusion and Future Work
References
2 Artificial Pancreas (AP) Based on the JAYA Optimized PI Controller (JAYA-PIC)
2.1 Introduction
2.2 Problem Statements Formulations
2.2.1 Clinical Information
2.2.2 Simulation Model
2.2.3 MID
2.2.4 Patient Output
2.3 Control Algorithms
2.3.1 Development of JAYA-PIC
2.4 Results
2.4.1 JAYA-PIC Action in Patient
2.4.2 Analysis of Control Actions
2.5 Conclusions
References
3 Security Issues and Solutions for Reliable WBAN-Based e-Healthcare Systems: A Systematic Review
3.1 Introduction
3.2 Methodology
3.3 Secured WBAN Requirements
3.3.1 Security Paradigms for WBAN
3.3.2 Security Needs in WBAN
3.4 Security Solutions
3.5 Case Studies on WBAN Prototypes
3.6 Conclusion
References
4 Brain Tumour Detection by Multilevel Thresholding Using Opposition Equilibrium Optimizer
4.1 Introduction
4.2 Multilevel Thresholding Based on Entropy
4.2.1 Multilevel Thresholding: A Mathematical Approach
4.2.2 Entropy Functions
4.3 Opposition Equilibrium Optimizer (OEO)
4.4 Proposed Brain Tumour Detection Method Using OEO-Based Multilevel Thresholding Approach
4.5 Results and Discussion
4.6 Conclusion
References
5 RescuePlus
5.1 Introduction
5.2 Literature Review
5.3 Existing Solution
5.4 Proposed Solution
5.5 Result
5.6 Future Scope
5.7 Conclusion
References
6 Skeletal Bone Age Determination Using Deep Learning
6.1 Introduction
6.2 Methodology
6.2.1 Data Set Selection
6.2.2 Data Pre-processing
6.3 Custom Model
6.3.1 Model Architecture
6.3.2 Approaches
6.4 Experiments
6.4.1 Loss Functions
6.4.2 Comparing with Pre-trained Models
6.5 Conclusion
References
7 Chimp Optimization Algorithm-Based Feature Selection for Cardiac Image-Based Heart Disease Diagnosis
7.1 Introduction
7.2 Chimp Optimization Algorithm-Based Feature Selection for Heart Disease Diagnosis
7.2.1 Pre-processing
7.2.2 Feature Extraction
7.2.3 Feature Selection Using ChOA
7.2.4 Classification Using SVNN
7.3 Results and Discussion
7.4 Conclusion
References
8 The Hospitality Industry's Impact on the COVID-19 Epidemic: A Case Study of Ukraine
8.1 Introduction
8.2 Literature Review
8.3 Research Methods
8.4 Results
8.4.1 State and Legal Measures
8.5 Conclusion
References
9 Society in Front of a COVID-19 Pandemic: India Versus Ukraine
9.1 Introduction
9.1.1 Research Background
9.2 Research Methods and Materials
9.3 Results