Linked e-resources
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Table of Contents
Intro
Foreword 1
Foreword 2
Preface
Acknowledgements
Contents
About the Editors
Part I: AI as a Source of Prides for Healthcare
1: Comprehensive Claims of AI for Healthcare Applications-Coherence Towards COVID-19
1.1 Orientation of Artificial Intelligence in Healthcare Research
1.2 Correlated Investigational Analysis of AI Appliances in Healthcare System and Various Clinical Diseases
1.2.1 Disease Detection and Diagnosis
1.2.2 Automated Robert Treatment and Drug Design, Discovery
1.2.3 Healthcare Data Management Supported by Digital Managerial Application
1.2.4 AI in Public and Clinical Health
1.3 Motivational AI Devices for Healthcare
1.3.1 AI-Administered Devices with Machine Learning and Deep Learning
1.3.2 AI Attributed Devices with IOT
1.3.3 AI Supervised Devices with Big Data and Data Science
1.3.4 AI-Based Mining and NLP
1.3.5 AI-Enabled Expert System
1.4 Demand of AI for COVID-19
1.4.1 Prior Alert Generation
1.4.2 Continuous Tracing and Following COVID-19 Symptoms
1.4.3 Diagnosis and Prognosis
1.4.4 Treatment and Possible Drug Design and Discovery
1.4.5 Control over Society and People with Guidelines
1.5 Conclusions and Future Work
1.6 Executive Summary
References
2: Artificial Intelligence-Based Systems for Combating COVID-19
2.1 Introduction
2.2 How Technology Can Help in Containing the Pandemic?
2.3 Technological Approach Vs Non-technological Approach of Treatment of COVID-19
2.4 Existing Technologies to Detect/Diagnose the Virus
2.4.1 Non-contact Infrared Thermometers
2.5 Thermal Screening via Thermal Cameras
2.5.1 Symptom-Based Diagnosis
2.5.2 Ventilators
2.6 Means of Prevention from COVID-19
2.6.1 Masks
2.6.2 Sanitizers/Hand Rub
2.6.3 Sanitizing Tunnels for Public Areas
2.6.4 Washing Hands with Soap for 20s
2.6.5 Avoiding Handshakes
2.7 Use of Modern Technologies for Making Diagnosis Faster, Easier, and Effective
2.8 Proposed Techniques to Effectively Control the Rise in Cases of COVID-19
2.8.1 Crowdsource-Based Applications
2.9 Conclusion
References
Part II: AI Warfare in COVID-19 Diagnosis, Detection, Prediction, Prognosis and Knowledge Representation
3: Artificial Intelligence-Mediated Medical Diagnosis of COVID-19
3.1 Introduction
3.2 Pathogenesis and Diagnostic Windows
3.3 AI Assisted COVID-19 Diagnosis
3.3.1 Potential Application for Infection Detection
3.3.2 Application of AI on `Omics ́Big-Data
3.3.3 Use of AI on Radiology Data
3.4 Future Directions
References
4: Artificial Intelligence (AI) Combined with Medical Imaging Enables Rapid Diagnosis for Covid-19
4.1 Introduction
4.1.1 Reverse Transcription-Polymerase Chain Reaction
4.1.2 Isothermal Amplification Assays
4.1.3 Antigen Tests
Foreword 1
Foreword 2
Preface
Acknowledgements
Contents
About the Editors
Part I: AI as a Source of Prides for Healthcare
1: Comprehensive Claims of AI for Healthcare Applications-Coherence Towards COVID-19
1.1 Orientation of Artificial Intelligence in Healthcare Research
1.2 Correlated Investigational Analysis of AI Appliances in Healthcare System and Various Clinical Diseases
1.2.1 Disease Detection and Diagnosis
1.2.2 Automated Robert Treatment and Drug Design, Discovery
1.2.3 Healthcare Data Management Supported by Digital Managerial Application
1.2.4 AI in Public and Clinical Health
1.3 Motivational AI Devices for Healthcare
1.3.1 AI-Administered Devices with Machine Learning and Deep Learning
1.3.2 AI Attributed Devices with IOT
1.3.3 AI Supervised Devices with Big Data and Data Science
1.3.4 AI-Based Mining and NLP
1.3.5 AI-Enabled Expert System
1.4 Demand of AI for COVID-19
1.4.1 Prior Alert Generation
1.4.2 Continuous Tracing and Following COVID-19 Symptoms
1.4.3 Diagnosis and Prognosis
1.4.4 Treatment and Possible Drug Design and Discovery
1.4.5 Control over Society and People with Guidelines
1.5 Conclusions and Future Work
1.6 Executive Summary
References
2: Artificial Intelligence-Based Systems for Combating COVID-19
2.1 Introduction
2.2 How Technology Can Help in Containing the Pandemic?
2.3 Technological Approach Vs Non-technological Approach of Treatment of COVID-19
2.4 Existing Technologies to Detect/Diagnose the Virus
2.4.1 Non-contact Infrared Thermometers
2.5 Thermal Screening via Thermal Cameras
2.5.1 Symptom-Based Diagnosis
2.5.2 Ventilators
2.6 Means of Prevention from COVID-19
2.6.1 Masks
2.6.2 Sanitizers/Hand Rub
2.6.3 Sanitizing Tunnels for Public Areas
2.6.4 Washing Hands with Soap for 20s
2.6.5 Avoiding Handshakes
2.7 Use of Modern Technologies for Making Diagnosis Faster, Easier, and Effective
2.8 Proposed Techniques to Effectively Control the Rise in Cases of COVID-19
2.8.1 Crowdsource-Based Applications
2.9 Conclusion
References
Part II: AI Warfare in COVID-19 Diagnosis, Detection, Prediction, Prognosis and Knowledge Representation
3: Artificial Intelligence-Mediated Medical Diagnosis of COVID-19
3.1 Introduction
3.2 Pathogenesis and Diagnostic Windows
3.3 AI Assisted COVID-19 Diagnosis
3.3.1 Potential Application for Infection Detection
3.3.2 Application of AI on `Omics ́Big-Data
3.3.3 Use of AI on Radiology Data
3.4 Future Directions
References
4: Artificial Intelligence (AI) Combined with Medical Imaging Enables Rapid Diagnosis for Covid-19
4.1 Introduction
4.1.1 Reverse Transcription-Polymerase Chain Reaction
4.1.2 Isothermal Amplification Assays
4.1.3 Antigen Tests