Leveraging Artificial Intelligence in Global Epidemics provides readers with a detailed technical description of the role Artificial Intelligence plays in various stages of a disease outbreak, using COVID-19 as a case study. In the fight against epidemics, medical staff are on the front line; but behind the lines the battle is fought by researchers, and data scientists. Artificial Intelligence has been helping researchers with computer modeling and simulation for predictions about disease progression, the overall economic situation, tax incomes and population development. In the same manner, AI can prepare researchers for any emergency situation by backing the medical science. Artificial Intelligence plays a key and cutting-edge role in the preparedness for and dealing with the outbreak of global epidemics. It can help researchers analyze global data about known viruses to predict the patterns of the next pandemic and the impacts it will have. Not only prediction, AI plays an increasingly important role in assessing readiness, early detection, identification of patients, generating recommendations, situation awareness and more. It is up to the right input and the innovative ways by humans to leverage what AI can do. As COVID-19 has grabbed the world and its economy today, an analysis of the COVID-19 outbreak and the global responses and analytics will pay a long way in preparing humanity for such future situations.
1. Cover image - p. Cover 2. Title page - p. iii 3. Table of Contents - p. iii 4. Copyright - p. iv 5. List of contributors - p. xv 6. About the editors - p. xvii 7. About the authors - p. xix 8. Preface - p. xxv 9. 1. An overview of global epidemics and the challenges faced - p. 1 10. 2. Leveraging artificial intelligence and digital tech to help citizens, societies, and economies survive and strive during pandemics - p. 29 11. 3. Towards an alternative to lockdown: Pandemic management leveraging digital technologies and artificial intelligence - p. 71 12. 4. Exploratory study of existing approaches for analyzing epidemics - p. 107 13. 5. A data science perspective of real-world COVID-19 databases - p. 133 14. 6. Preparing with predictions: forecasting epidemics with artificial intelligence - p. 165 15. 7. The worldwide methods of artificial intelligence for detection and diagnosis of COVID-19 - p. 181 16. 8. The role of AI in digital contact tracing - p. 203 17. 9. Covid-19 accelerating the dynamics of Artificial Intelligence disruption - p. 223 18. 10. Use of artificial intelligence in pharmacovigilance for social media network - p. 239 19. 11. System-level knowledge representation for artificial intelligence during pandemics - p. 261 20. Index - p. 285
Leveraging Artificial Intelligence in Global Epidemics provides readers with a detailed technical description of the role Artificial Intelligence plays in various stages of a disease outbreak, using COVID-19 as a case study. In the fight against epidemics, medical staff are on the front line; but behind the lines the battle is fought by researchers, and data scientists. Artificial Intelligence has been helping researchers with computer modeling and simulation for predictions about disease progression, the overall economic situation, tax incomes and population development. In the same manner, AI can prepare researchers for any emergency situation by backing the medical science. Artificial Intelligence plays a key and cutting-edge role in the preparedness for and dealing with the outbreak of global epidemics. It can help researchers analyze global data about known viruses to predict the patterns of the next pandemic and the impacts it will have. Not only prediction, AI plays an increasingly important role in assessing readiness, early detection, identification of patients, generating recommendations, situation awareness and more. It is up to the right input and the innovative ways by humans to leverage what AI can do. As COVID-19 has grabbed the world and its economy today, an analysis of the COVID-19 outbreak and the global responses and analytics will pay a long way in preparing humanity for such future situations.
1. Cover image - p. Cover 2. Title page - p. iii 3. Table of Contents - p. iii 4. Copyright - p. iv 5. List of contributors - p. xv 6. About the editors - p. xvii 7. About the authors - p. xix 8. Preface - p. xxv 9. 1. An overview of global epidemics and the challenges faced - p. 1 10. 2. Leveraging artificial intelligence and digital tech to help citizens, societies, and economies survive and strive during pandemics - p. 29 11. 3. Towards an alternative to lockdown: Pandemic management leveraging digital technologies and artificial intelligence - p. 71 12. 4. Exploratory study of existing approaches for analyzing epidemics - p. 107 13. 5. A data science perspective of real-world COVID-19 databases - p. 133 14. 6. Preparing with predictions: forecasting epidemics with artificial intelligence - p. 165 15. 7. The worldwide methods of artificial intelligence for detection and diagnosis of COVID-19 - p. 181 16. 8. The role of AI in digital contact tracing - p. 203 17. 9. Covid-19 accelerating the dynamics of Artificial Intelligence disruption - p. 223 18. 10. Use of artificial intelligence in pharmacovigilance for social media network - p. 239 19. 11. System-level knowledge representation for artificial intelligence during pandemics - p. 261 20. Index - p. 285
