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1 - Essentials of the COVID-19 coronavirus
Godwin Michael Ubi, Ekei V. Ikpeme and Imaobong Sunday Essien
Pages 1-25 - Book chapterAbstract only
2 - Docking study of transmembrane serine protease type 2 inhibitors for the treatment of COVID-19
Naishadh Solanki
Pages 27-39 - Book chapterAbstract only
3 - Gut-lung cross talk in COVID-19 pathology and fatality rate
Afaf El-Ansary, Hanan Balto and Solaiman M. Al-Hadlaq
Pages 41-59 - Book chapterAbstract only
4 - Data sharing and privacy issues arising with COVID-19 data and applications
Z. Müftüoğlu, M.A. Kızrak and T. Yıldırım
Pages 61-75 - Book chapterAbstract only
5 - COVID-19 outlook in the United States of America: a data-driven thematic approach
Ebenezer Agbozo, Josue Kuika Watat and Sunday Adewale Olaleye
Pages 77-93 - Book chapterAbstract only
6 - Artificial intelligence and COVID-19: fighting pandemics
Ayse Tulay Aydinoglu and Ibrahim Kushchu
Pages 95-112 - Book chapterAbstract only
7 - Data science: a survey on the statistical analysis of the latest outbreak of the 2019 pandemic novel coronavirus disease (COVID-19) using ANOVA
R. Mohammed Harun Babu, M. Shebana, ... K. Arun Kumar
Pages 113-139 - Book chapterAbstract only
8 - Application of big data in COVID-19 epidemic
Joseph Bamidele Awotunde, Emmanuel Abidemi Adeniyi, ... Roseline Oluwaseun Ogundokun
Pages 141-165 - Book chapterAbstract only
9 - Artificial intelligence-based solutions for COVID-19
Mohandas V. Pawar, Asha Mohandas Pawar, ... Nikhilkumar Shardoor
Pages 167-189 - Book chapterAbstract only
10 - Telemedicine applications for pandemic diseases, with a focus on COVID-19
E. Alperay Tarim, Betul Karakuzu, ... H. Cumhur Tekin
Pages 191-208 - Book chapterAbstract only
11 - Impact of COVID-19 and lockdown policies on farming, food security, and agribusiness in West Africa
B.A. Ojokoh, O.S. Makinde, ... F. Adzitey
Pages 209-223 - Book chapterAbstract only
12 - Study and impact analysis of COVID-19 pandemic clinical data on infection spreading
Sasmita Parida, Aisworya Mohanty, ... Chhabi Rani Panigrahi
Pages 225-242 - Book chapterAbstract only
13 - Toward analyzing the impact of healthcare treatments in industry 4.0 environment—a self-care case study during COVID-19 outbreak
Asif Khan, Jian Ping Li, ... Amin Ul Haq
Pages 243-256 - Book chapterAbstract only
14 - Big data processing and analysis on the impact of COVID-19 on public transport delay
Yuming Ou, Adriana-Simona Mihăiţă and Fang Chen
Pages 257-278 - Book chapterAbstract only
15 - The role of societal research and centers in analyzing society in pandemic times
Zehra Altinay, Huseyin Bicen, ... Menil Celebi
Pages 279-298 - Book chapterAbstract only
16 - Modeling and predicting the spread of COVID-19: a continental analysis
B.A. Ojokoh, O.A. Sarumi, ... O.T. Babalola
Pages 299-317 - Book chapterAbstract only
17 - Applications of Building Information Modeling for COVID-19 spread assessment due to the organization of building artifacts
M.P. Rahla Rabia, D. Sathish Kumar, ... Rupendra Kumar Pachauri
Pages 319-333 - Book chapterAbstract only
18 - COVID-19 diagnosis—myths and protocols
Iqra Muzammil, Amjad Islam Aqib, ... Muhammad Tahir
Pages 335-353 - Book chapterAbstract only
19 - “Quarantined within a quarantine”: COVID-19 and GIS Dynamic Scenario Modeling in Tasmania, Australia
Zaheer Allam, David S. Jones, ... Mozhdeh Rostemnezhad Cherati
Pages 355-395 - Book chapterAbstract only
20 - Essentials of COVID-19 and treatment approaches
Aditi Pandey and Shivam Yadav
Pages 397-422 - Book chapterAbstract only
21 - Coronavirus epidemic and its social/mental dimensions: the Turkey case
Mustafa Hulki Cevizoğlu
Pages 423-432 - Book chapterAbstract only
22 - Coronavirus: a scientometric study of worldwide research publications
Mallikarjun Kappi, Sab M. Chaman, ... Vitthal T. Bagalkoti
Pages 433-448 - Book chapterAbstract only
23 - The effects of COVID-19 pandemic on Western Balkan financial markets
Luan Vardari
Pages 449-464 - Book chapterAbstract only
24 - Prioritization of health emergency research and disaster preparedness: a systematic assessment of the coronavirus disease 2019 pandemic
Temitope C. Ekundayo, Israel R. Orimoloye, ... Anthony I. Okoh
Pages 465-486 - Book chapterAbstract only
25 - A review on epidemiology, genomic characteristics, spread, and treatments of COVID-19
Subrato Bharati, Prajoy Podder, ... Utku Kose
Pages 487-505 - Book chapterAbstract only
26 - Control of antibiotic resistance and superinfections as a strategy to manage COVID-19 deaths
Afaf El-Ansary, Hanan Balto, ... Najat Marraiki
Pages 507-530 - Book chapterAbstract only
27 - Assessment of global research trends in the application of data science and deep and machine learning to the COVID-19 pandemic
Israel R. Orimoloye, Olusola O. Ololade, ... Temitope C. Ekundayo
Pages 531-546 - Book chapterAbstract only
28 - Identification of lead inhibitors of TMPRSS2 isoform 1 of SARS-CoV-2 target using neural network, random forest, and molecular docking
Alakanse Suleiman Oluwaseun, Joel Ireoluwa Yinka, ... Olarewaju Ayodeji Durojaye
Pages 547-575 - Book chapterAbstract only
29 - The linkage between the epidemic of COVID-19 and oil prices: case of Saudi Arabia, January 22 to April 17
Said Khalfa Mokhtar Brika, Abdelmageed Algamdi, ... Adam Ahmed Musa
Pages 577-588 - Book chapterAbstract only
30 - Role of big geospatial data in the COVID-19 crisis
Sajad Ahmad Mir, M Sultan Bhat, ... Durdanah Mattoo
Pages 589-609 - Book chapterAbstract only
31 - COVID-19: will it be a game changer in higher education in India?
Anal Acharya, Soumen Mukherjee, ... Arpan Deyasi
Pages 611-629 - Book chapterAbstract only
32 - Are the northern and southern regions equally affected by the COVID-19 pandemic? An empirical evidence from Nigeria
Timothy A. Ogunleye and Akinfemi P. Bamidele
Pages 631-645 - Book chapterAbstract only
33 - COVID-19 lethality reduction using artificial intelligence solutions derived from telecommunications systems
Christophe Gaie and Markus Mueck
Pages 647-666 - Book chapterAbstract only
34 - The significance of daily incidence and mortality cases due to COVID-19 in some African countries
Olusola Samuel Makinde, Bamidele Mustapha Oseni, ... Gbenga Jacob Abiodun
Pages 667-680 - Book chapterAbstract only
35 - Data interpretation leading to image processing: a hybrid perspective to a global pandemic, COVID-19
Mayank Sharma, Kabir Narang, ... Rashmi Gupta
Pages 681-703 - Book chapterAbstract only
36 - COVID-19: in the direction of monitoring the pandemic in India
Tathagata Mukherjee, Ankita Banerjee, ... Tirthankar Mukherjee
Pages 705-728 - Book chapterAbstract only
37 - Potential antiviral therapies for coronavirus disease 2019 (COVID-19)
Jasdeep Singh and Divya Singhal
Pages 729-748 - Book chapterNo access
Index
Pages 749-776
About the book
Description
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 Science is the most powerful tool for researchers to fight COVID-19. Thanks to instant data-analysis and predictive techniques, including Artificial Intelligence, Machine Learning, Deep Learning, Data Mining, and computational modeling for processing large amounts of data, recognizing patterns, modeling new techniques, and improving both research and treatment outcomes is now possible.
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 Science is the most powerful tool for researchers to fight COVID-19. Thanks to instant data-analysis and predictive techniques, including Artificial Intelligence, Machine Learning, Deep Learning, Data Mining, and computational modeling for processing large amounts of data, recognizing patterns, modeling new techniques, and improving both research and treatment outcomes is now possible.
Key Features
- Provides a leading-edge survey of Data Science techniques and methods for research, mitigation and the treatment of the COVID-19 virus
- Integrates various Data Science techniques to provide a resource for COVID-19 researchers and clinicians around the world, including the wide variety of impacts the virus is having on societies and medical practice
- Presents insights into innovative, data-oriented modeling and predictive techniques from COVID-19 researchers around the world, including geoprocessing and tracking, lab data analysis, and theoretical views on a variety of technical applications
- Includes real-world feedback and user experiences from physicians and medical staff from around the world for medical treatment perspectives, public safety policies and impacts, sociological and psychological perspectives, the effects of COVID-19 in agriculture, economies, and education, and insights on future pandemics
- Provides a leading-edge survey of Data Science techniques and methods for research, mitigation and the treatment of the COVID-19 virus
- Integrates various Data Science techniques to provide a resource for COVID-19 researchers and clinicians around the world, including the wide variety of impacts the virus is having on societies and medical practice
- Presents insights into innovative, data-oriented modeling and predictive techniques from COVID-19 researchers around the world, including geoprocessing and tracking, lab data analysis, and theoretical views on a variety of technical applications
- Includes real-world feedback and user experiences from physicians and medical staff from around the world for medical treatment perspectives, public safety policies and impacts, sociological and psychological perspectives, the effects of COVID-19 in agriculture, economies, and education, and insights on future pandemics
Details
ISBN
978-0-323-90769-9
Language
English
Published
2022
Copyright
Copyright © 2022 Elsevier Inc. All rights reserved.
Imprint
Academic Press