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Table of Contents
Intro
Editor's Preface
Contents
Feature Analysis for Aphasic or Abnormal Language Caused by Injury
1 Introduction
2 Related Work
3 Methodology
4 Experiments
4.1 Data Set
4.2 Further Experimental Details
4.3 Preliminary Results
4.4 Discussion of Results
5 Conclusions
References
Automatic Detection and Segmentation of Liver Tumors in Computed Tomography Images: Methods and Limitations
1 Introduction
2 Related Work
3 Method
3.1 Dataset
3.2 Preprocessing
3.3 Tumor Segmentation
3.4 Performance Metrics
3.5 Region Analysis and Performance Conditions
4 Results and Analysis
5 Discussion
6 Conclusion
References
HEMAYAH: A Proposed Mobile Application System for Tracking and Preventing COVID-19 Outbreaks in Saudi Arabia
1 Introduction
2 Proposed System
3 System Implementation
3.1 Different Users of the System
3.2 The Database
4 Conclusion and Future Work
References
Data Security in Health Systems: Case of Cameroon
1 Introduction
2 State of the Art
3 Data Security Model
3.1 Local Security in Healthcare Systems
3.2 Data Exchange Security
4 Results, Analysis and Discussion
5 Conclusion
6 Future Work
References
Predicting Levels of Depression and Anxiety in People with Neurodegenerative Memory Complaints Presenting with Confounding Symptoms
1 Introduction
2 Background
3 Data
4 Depression Score Prediction and Classification
4.1 Pre-processing and Feature Selection
4.2 Classification and Regression
5 Results
6 Conclusion
References
Towards Collecting Big Data for Remote Photoplethysmography
1 Introduction
1.1 RPPG in the Wild
1.2 Existing RPPG Datasets: Related Works
1.3 Contributions
2 Distributed Dataset
2.1 DCC-Client-``Dual-Cam Collector"" Mobile App
2.2 DCC-SFEDU-Example Dataset
3 Concerns and Limitations
3.1 Video Synchronization
3.2 Video Capturing Procedure
4 Conclusion
References
Towards Digital Twins Driven Breast Cancer Detection
1 Introduction
2 Research Background
2.1 Digital Twin in Healthcare
2.2 Breast Detection Using Thermography
2.3 Factors Influencing Skin Temperature
2.4 Focus of the Paper
3 Proposed Methodology
3.1 Physical Space
3.2 Physical Layer
3.3 Data Processing Layer
3.4 Decision Layer
4 Numerical Simulations of Dynamic Thermography
5 Results and Discussion
6 Conclusion
References
Towards the Localisation of Lesions in Diabetic Retinopathy
1 Introduction
2 Data and Methodology
3 Results
4 Conclusions
References
Framework for a DLT Based COVID-19 Passport
1 Introduction
1.1 Related Work
2 Preliminaries
2.1 Notation
2.2 Entropy
3 Iris Template Extraction
3.1 Template Masking
3.2 Conversion to Linear Vector
3.3 Wrap-Up
4 Locality-Sensitive Hashing
4.1 Input Hiding
4.2 Our Variant of SimHash
Editor's Preface
Contents
Feature Analysis for Aphasic or Abnormal Language Caused by Injury
1 Introduction
2 Related Work
3 Methodology
4 Experiments
4.1 Data Set
4.2 Further Experimental Details
4.3 Preliminary Results
4.4 Discussion of Results
5 Conclusions
References
Automatic Detection and Segmentation of Liver Tumors in Computed Tomography Images: Methods and Limitations
1 Introduction
2 Related Work
3 Method
3.1 Dataset
3.2 Preprocessing
3.3 Tumor Segmentation
3.4 Performance Metrics
3.5 Region Analysis and Performance Conditions
4 Results and Analysis
5 Discussion
6 Conclusion
References
HEMAYAH: A Proposed Mobile Application System for Tracking and Preventing COVID-19 Outbreaks in Saudi Arabia
1 Introduction
2 Proposed System
3 System Implementation
3.1 Different Users of the System
3.2 The Database
4 Conclusion and Future Work
References
Data Security in Health Systems: Case of Cameroon
1 Introduction
2 State of the Art
3 Data Security Model
3.1 Local Security in Healthcare Systems
3.2 Data Exchange Security
4 Results, Analysis and Discussion
5 Conclusion
6 Future Work
References
Predicting Levels of Depression and Anxiety in People with Neurodegenerative Memory Complaints Presenting with Confounding Symptoms
1 Introduction
2 Background
3 Data
4 Depression Score Prediction and Classification
4.1 Pre-processing and Feature Selection
4.2 Classification and Regression
5 Results
6 Conclusion
References
Towards Collecting Big Data for Remote Photoplethysmography
1 Introduction
1.1 RPPG in the Wild
1.2 Existing RPPG Datasets: Related Works
1.3 Contributions
2 Distributed Dataset
2.1 DCC-Client-``Dual-Cam Collector"" Mobile App
2.2 DCC-SFEDU-Example Dataset
3 Concerns and Limitations
3.1 Video Synchronization
3.2 Video Capturing Procedure
4 Conclusion
References
Towards Digital Twins Driven Breast Cancer Detection
1 Introduction
2 Research Background
2.1 Digital Twin in Healthcare
2.2 Breast Detection Using Thermography
2.3 Factors Influencing Skin Temperature
2.4 Focus of the Paper
3 Proposed Methodology
3.1 Physical Space
3.2 Physical Layer
3.3 Data Processing Layer
3.4 Decision Layer
4 Numerical Simulations of Dynamic Thermography
5 Results and Discussion
6 Conclusion
References
Towards the Localisation of Lesions in Diabetic Retinopathy
1 Introduction
2 Data and Methodology
3 Results
4 Conclusions
References
Framework for a DLT Based COVID-19 Passport
1 Introduction
1.1 Related Work
2 Preliminaries
2.1 Notation
2.2 Entropy
3 Iris Template Extraction
3.1 Template Masking
3.2 Conversion to Linear Vector
3.3 Wrap-Up
4 Locality-Sensitive Hashing
4.1 Input Hiding
4.2 Our Variant of SimHash