Intelligent computing applications for COVID-19 predictions, diagnosis, and prevention
"Accurate estimation, diagnosis, and prevention of COVID-19 is a global challenge for healthcare organizations. Innovative measures can introduce and implement AI, and Mathematical Modeling applications. This book provides insight into the recent advances of applications, statistical methods, a...
| Other Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL
CRC Press
2021
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| Edition: | First edition |
| Series: | Innovations in health informatics and healthcare : using artificial intelligence and smart computing
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| Subjects: | |
| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | "Accurate estimation, diagnosis, and prevention of COVID-19 is a global challenge for healthcare organizations. Innovative measures can introduce and implement AI, and Mathematical Modeling applications. This book provides insight into the recent advances of applications, statistical methods, and mathematical modeling for the healthcare industry. This book covers the state-of-the-art applications of AI and Machine Learning in past epidemics, pandemics, and COVID-19. It offers recent global case studies, and discusses how AI and statistical methods, initiatives, and applications such as Machine Learning, Deep Learning, Correlation and Regression Analysis play a major role in the prediction, diagnosis, and prevention of a pandemic. It will also focus on how AI and statistical applications can facilitate and restructure the healthcare system. This book is written for Researchers, Students, Professionals, Executives, and the general public"-- |
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| Physical Description: | xv, 305 pages color illustrations |
| ISBN: | 1000423638 1003141102 1000423603 9781000423631 9781000423600 9781003141105 |