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Data science for COVID-19 computational perspectives /
Data Science for COVID-19, Volume 2: Societal and Medical Perspectives presents the most current and leading-edge research into the applications of a variety of data science techniques for the detection, mitigation, treatment and elimination of the COVID-19 virus. At this point, Cognitive Data Scien...
| Clasificación: | Libro Electrónico |
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| Otros Autores: | , , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam :
Academic Press,
2021.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 1. Essentials of COVID-19 Coronaviruses <br>2. Molecular Docking Study of Transmembrane serine protease type-2 inhibitors for the treatment of covid-19<br>3. Gut-lung crosstalk in COVID-19 pathology and fatality rate<br>4. Data Sharing and Privacy Issues Arising with COVID-19 Data and Applications<br>5. COVID-19 Outlook in the United States of America: A Data Driven Thematic Approach<br>6. Artificial Intelligence and COVID-19: Fighting Pandemics<br>7. Data Science A Survey on Statistical Analysis of the Latest Outbreak of 2019 Pandemic Novel Corona virus Disease (COVID-19) using ANOVA<br>8. Application of Big Data in the COVID-19 Pandemic<br>9. Artificial Intelligence based Solutions for COVID-19<br>10. Telemedicine applications for pandemic diseases with a focus on COVID-19<br>11. Impact of COVID-19 and Lockdown Policies on Farming, Food Security and Agribusiness in West Africa<br>12. Study and Impact Analysis of COVID-19 Pandemic Clinical Data on Infection Spreading<br>13. Towards Analyzing the Impact of HealthCare Treatments in Industry 4.0 Environment
- A self-care case study during Covid-19 Outbreak<br>14. Big Data Processing and Analysis on the Impact of COVID-19 on Public Transport Delay<br>15. The Role of Societal Research and Development Center in Analyzing Society in Pandemic Times<br>16. Modelling and Predicting the Spread of COVID-19: A Continental Analysis<br>17. Applications of BIM for Disease Spread Assessment due to the Organisation of Building Artefacts<br>18. COVID-19 DIAGNOSIS-MYTHS AND PROTOCOLS<br>19. Quarantine within Quarantine: COVID-19 and GIS Scenario Dynamics Modelling in Tasmania, Australia<br>20. Essentials of COVID-19 and Treatment Approaches<br>21. Coronavirus Epidemic and Its Social / Mental Dimensions<br>22. Coronavirus: A Scientometric Study of World Research Publications<br>23. The Effects of COVID-19 Pandemic on Western Balkan Financial Markets<br>24. Prioritization of health emergency research and disaster preparedness: a systematic assessment of corona virus disease 2019 (COVID-19) pandemic<br>25. A Review on Epidemiology, Genomic Characteristics, Spread and Treatments of COVID-19<br>26. Control of antibiotic resistance and super infections as a strategy to manage COVID-19 deaths<br>27. Assessment of global research trends in the application of data science, deep and machine learning to COVID-19 pandemic<br>28. Identification of lead inhibitors of TMPRSS2 isoform 1 of SARS-CoV-2 target using Neural Network, Random Forest and molecular docking<br>29. The linkage between epidemic of COVID-19 and oil prices: Case of Saudi Arabia, January 22
- April 17<br>30. Role of Big Geospatial Data in the COVID-19 Crisis<br>31. COVID-19: Will it be a Game Changer in Higher Education in India?<br>32. Are Northern and Southern Regions equally affected by the COVID-19 Pandemic? Empirical Evidence from Nigeria<br>33. Covid-19 lethality reduction using Artificial Intelligence Solutions derived from Telecommunications Systems<br>34. The significance of Daily Increase and Mortality Cases due to COVID-19 in some African Countries<br>35. Data Interpretation Leading to Image Processing: A Hybrid Perspective to A Global Pandemic- COVID19<br>36. COVID-19: Monitoring the pandemic in India<br>37. Potential Antiviral Therapies for Corona Virus Disease (COVID-19)