Buch, Englisch, 154 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 399 g
Covid-19
Buch, Englisch, 154 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 399 g
Reihe: Smart and Intelligent Computing in Engineering
ISBN: 978-0-367-64449-9
Verlag: CRC Press
COVID-19, a novel coronavirus pandemic has disrupted our society in many ways. Digital healthcare innovations are required more than ever before as we come across myriad challenges during this pandemic. Scientists and developers are learning and finding a way to use artificial intelligence applications and natural language processing to comprehend and tackle this disease.
AI technologies are playing an important role in the response to the COVID-19 pandemic. Experts are using all possible tools to study the virus, diagnose individuals, and analyze the public health impacts. This book is a collection of some of the leading efforts related to AI and COVID-19 focused on finding how AI can be helpful in monitoring the situation from early warnings, swift emergency responses, and critical decision-making. It discusses the use of machine learning and how it may help to reduce the impacts of this pandemic in conjunction with all other research and strategies going on. The book serves as a technical resource of data analytics and AI applications in tracking infectious diseases. It will serve academics, students, data scientists, medical practitioners, and anybody managing a global pandemic.
Features:
Directs the attention to the smart digital healthcare system in this COVID-19 pandemic.
Simulates novel investigations and how they will be beneficial in understanding the pandemic.
Presents the latest ideas developed for data scientists, doctors, engineers, and economists.
Analyses the various issues related to computing, AI apps, big data analytic techniques, and predictive scientific skill gaps.
Explains some interesting and diverse types of challenges and data-driven healthcare applications.
Zielgruppe
Academic, Postgraduate, Professional, Professional Practice & Development, and Undergraduate Advanced
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
- Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Public Health, Gesundheitsmanagement, Gesundheitsökonomie, Gesundheitspolitik
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
- Technische Wissenschaften Umwelttechnik | Umwelttechnologie Umwelttechnik
- Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Biotechnologie Medizinische Biotechnologie
- Geowissenschaften Umweltwissenschaften Umwelttechnik
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
Weitere Infos & Material
1. Role of Artificial Intelligence in COVID-19. 2. Application of 3D printing in COVID-19. 3. Role of IoT and AI in Covid-19. 4. Potential contributions of AI against COVID-19. 5. Dynamic Animated Plots for Better COVID Cases Analysis: Line, Bar, Bubble Plots using R Programming. 6. A Comparative Study of COVID -19 Data Analysis using R Programming (a SIR Model Prediction). 7. Tracking and Analyzing COVID-19 pandemic using Twitter and Topic Modelling. 8. Artificial Neural Network Application to Analyze 3D Image Printing Using Artificial Intelligence in COVID-19. 9. The Evolution Of Emerging Market (EM) Sovereign CDSs Spreads During COVID-19. 10. Prediction of COVID-19 Data Using Business Intelligence Tools.
