Computational intelligence for managing pandemics

Bibliographische Detailangaben

Titel
Computational intelligence for managing pandemics
verantwortlich
Khamparia, Aditya (HerausgeberIn); Mondal, M. Rubaiyat Hossain (HerausgeberIn); Podder, Prajoy (HerausgeberIn); Bhushan, Bharat (HerausgeberIn)
Schriftenreihe
Intelligent biomedical data analysis ; volume 5
veröffentlicht
Berlin: De Gruyter, [2021]
© 2021
Erscheinungsjahr
2021
Teil von
Intelligent biomedical data analysis ; volume 5
Erscheint auch als
Computational intelligence for managing pandemics, Berlin : De Gruyter, 2021, XIX, 321 Seiten
Andere Ausgaben
Computational intelligence for managing pandemics
Medientyp
E-Book
Datenquelle
K10plus Verbundkatalog
Tags
Tag hinzufügen

Zugang

Weitere Informationen sehen Sie, wenn Sie angemeldet sind. Noch keinen Account? Jetzt registrieren.

Zusammenfassung
Frontmatter -- Preface -- Contents -- About the editors -- List of contributors -- 1 Application of rough set theory to analyze primary parameters causing death in COVID-19 patients -- 2 From Wuhan to Africa: insights into the genome of the SARS-CoV-2 -- 3 Analysis of divergence aspects of breast in breast cancer patients that change due to COVID-19 -- 4 The correlates among containment, management and public interest indicators of COVID-19 in Nigeria: managerial and policy implications for stakeholders -- 5 Effect of lockdown during the COVID-19 pandemic using mathematical modeling: a quantitative saatudy -- 6 Flattening the curve of COVID-19 outbreak by early forecasting -- 7 Analysis and forecasting of COVID-19 infections in India using ARIMA model -- 8 Effectiveness of machine learning in predicting the spread of COVID-19 -- 9 Mathematical modeling of the transmission dynamics of novel coronavirus: an India-specific study -- 10 The role of IoMT during pandemics -- 11 Internet of medical things approach to COVID-19 -- 12 Applications and challenges of AI-driven IoHT for combating pandemics: a review -- 13 Deep learning on medical images to combat a pandemic -- 14 Deep convolutional neural network for the classification of COVID-19 from chest X-ray images -- 15 Deep learning for analysis of COVID-19 electronic health records -- Index
This book uncovers the stakes and possibilities of handling pandemic diseases with the help of Computational Intelligence, using cases and applications from the current Covid-19 pandemic. The book chapters will focus on the application of CI and its related fields in managing different aspects of Covid-19, including modelling of the disease spread, data-driven prediction, identification of disease hotspots, and medical decision support
Umfang
1 Online-Ressource (XIX, 321 Seiten); Illustrationen, Diagramme
Sprache
Englisch
Schlagworte
Gesundheitswesen > Mustererkennung > Fuzzy-Logik > Epidemiologie
RVK-Notation
  • Informatik
    • Monografien
      • Einzelne Anwendungen der Datenverarbeitung
        • Datenverarbeitung in Anwendungsgebieten
          • Medizin
BK-Notation
54.80 Angewandte Informatik
54.72 Künstliche Intelligenz
ISBN
9783110712254
9783110712278
DOI
10.1515/9783110712254