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Global Virology III: Virology in the 21st Century

  • Book
  • © 2019

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Editors:
  1. Paul Shapshak

    1. Department of Internal Medicine, University of South Florida, Tampa, USA

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  2. Seetharaman Balaji

    1. Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India

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  3. Pandjassarame Kangueane

    1. Biomedical Informatics 17, Irulan Sandy Annex, Pondicherry, India

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  4. Francesco Chiappelli

    1. Oral Biology and Medicine, CHS 63-090, UCLA School of Dentistry Oral Biology and Medicine, CHS 63-090, Los Angeles, USA

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  5. Charurut Somboonwit

    1. Department of Internal Medicine, University of South Florida, Tampa, USA

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  6. Lynette J. Menezes

    1. Department of Internal Medicine, University of South Florida, Tampa, USA

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  7. John T. Sinnott

    1. Department of Internal Medicine, University of South Florida, Tampa, USA

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  • One-stop resource for novel and forward-looking approaches and techniques

  • Authors illustrate the practical applications of resources through their own work

  • Technologies covered include astrovirology/astrobiology, plasmids, swarm intelligence, bioinformatics, data-mining, machine learning, neural networks, critical equations, and advances in biohazard biocontainment

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Table of contents (23 chapters)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Applications of Artificial Intelligence and Machine Learning in Viral Biology

    • Sonal Modak, Deepak Sehgal, Jayaraman Valadi
    Pages 1-39

  3. Non-immune Modulators of Cellular Immune Surveillance to HIV-1 and Other Retroviruses: Future Artificial Intelligence-Driven Goals and Directions

    • Francesco Chiappelli, Allen Khakshooy, Nicole Balenton
    Pages 41-57

  4. Emerging Technologies for Antiviral Drug Discovery

    • Badireddi Subathra Lakshmi, Mohan Latha Abillasha, Pandjassarame Kangueane
    Pages 59-71

  5. Wavelet-based Multifractal Spectrum Estimation in Hepatitis Virus Classification Models by Using Artificial Neural Network Approach

    • Yeliz Karaca
    Pages 73-96

  6. Computational Coarse Protein Modeling of HIV-1 Sequences Using Evolutionary Search Algorithm

    • Sandhya Parasnath Dubey, Seetharaman Balaji
    Pages 97-115

  7. Drug Development for Hepatitis C Virus Infection: Machine Learning Applications

    • Sajitha Lulu Sudhakaran, Deepa Madathil, Mohanapriya Arumugam, Vino Sundararajan
    Pages 117-129

  8. Modern Developments in Short Peptide Viral Vaccine Design

    • Christina Nilofer, Mohanapriya Arumugam, Pandjassarame Kangueane
    Pages 131-147

  9. Artificial Life and Therapeutic Vaccines Against Cancers that Originate in Viruses

    • María Elena Escobar-Ospina, Jonatan Gómez
    Pages 149-305

  10. Mystery of HIV Drug Resistance: A Machine Learning Perspective

    • Arumugam Mohanapriya, Nirmaladevi Ponnusamy, Sajitha Lulu Sudhakaran, Vino Sundararajan, Pandjassarame Kangueane
    Pages 307-323

  11. Swarm Intelligence in Cell Entry Exclusion Phenomena in Viruses and Plasmids: How to Exploit Intelligent Gene Vector Self-Scattering in Therapeutic Gene Delivery

    • Oleg E. Tolmachov
    Pages 325-343

  12. A Combinatorial Computational Approach for Drug Discovery Against AIDS: Machine Learning and Proteochemometrics

    • Sofia D’souza, Prema K. V., Seetharaman Balaji
    Pages 345-359

  13. Application of Support Vector Machines in Viral Biology

    • Sonal Modak, Swati Mehta, Deepak Sehgal, Jayaraman Valadi
    Pages 361-403

  14. Eliminating Cervical Cancer: A Role for Artificial Intelligence

    • Lynette J. Menezes, Lianet Vazquez, Chilukuri K. Mohan, Charurut Somboonwit
    Pages 405-422

  15. HIV and Injection Drug Use: New Approaches to HIV Prevention

    • Charurut Somboonwit, Lianet Vazquez, Lynette J. Menezes
    Pages 423-436

  16. Innovative Technologies for Advancement of WHO Risk Group 4 Pathogens Research

    • James Logue, Jeffrey Solomon, Brian F. Niemeyer, Kambez H. Benam, Aaron E. Lin, Zach Bjornson et al.
    Pages 437-469

  17. Space Exploration and Travel, Future Technologies for Inflight Monitoring and Diagnostics

    • Jean-Pol Frippiat
    Pages 471-484

  18. Futuristic Methods in Virus Genome Evolution Using the Third-Generation DNA Sequencing and Artificial Neural Networks

    • Hyunjin Shim
    Pages 485-513

  19. Futuristic Methods for Treatment of HIV in the Nervous System

    • Allison Navis, Jessica Robinson-Papp
    Pages 515-527

  20. Tuberculosis: Advances in Diagnostics and Treatment

    • Ju Hee Katzman, Mindy Sampson, Beata Casañas
    Pages 529-540
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Keywords

About this book

Global Virology, Volume III: Virology in the 21st Century examines work that has been undertaken, or is planned, in several fields of virology, in an effort to promote current and future work, research, and health. Fields and methods addressed include virology, immunology, space research, astrovirology/astrobiology, plasmids, swarm intelligence, bioinformatics, data-mining, machine learning, neural networks, critical equations, and advances in biohazard biocontainment. Novel and forward-looking methods, techniques, and approaches in research and development are presented by experts in the field. 

Editors and Affiliations

  • Department of Internal Medicine, University of South Florida, Tampa, USA

    Paul Shapshak, Charurut Somboonwit, Lynette J. Menezes, John T. Sinnott

  • Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India

    Seetharaman Balaji

  • Biomedical Informatics 17, Irulan Sandy Annex, Pondicherry, India

    Pandjassarame Kangueane

  • Oral Biology and Medicine, CHS 63-090, UCLA School of Dentistry Oral Biology and Medicine, CHS 63-090, Los Angeles, USA

    Francesco Chiappelli

About the editors

Paul Shapshak, PhD, is an Adjunct Professor in the Department of Internal Medicine, Division of Infectious Diseases and International Health, Universitiy of South Florida, Morsani School of Medicine, in Tampa, Florida, USA. His background is in molecular biology, virology, neuro-immunology, and drug abuse research.


S. Balaji, PhD, is an Associate Professor (Sr. Scale) in the Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka-576104, India.  His background is in biochemistry, bioinformatics and drug design. 


Pandjassarame Kangueane, PhD, is the Director of Biomedical Informatics Private Limited, India and is the Chief Editor of Bioinformation, an open access journal in Biological Knowledge Discovery, India. His research interest is in HLA based short peptide vaccine design and in protein-protein interaction.


Charurut Somboonwit, MD, is a Professor in the Department of Internal Medicine, Division of Infectious Diseases and International Health, University of South Florida, Morsani College of Medicine, in Tampa, Florida, USA. . Her expertise is in communicable diseases and HIV medicine.

Bibliographic Information

  • Book Title: Global Virology III: Virology in the 21st Century

  • Editors: Paul Shapshak, Seetharaman Balaji, Pandjassarame Kangueane, Francesco Chiappelli, Charurut Somboonwit, Lynette J. Menezes, John T. Sinnott

  • DOI: https://doi.org/10.1007/978-3-030-29022-1

  • Publisher: Springer Cham

  • eBook Packages: Biomedical and Life Sciences, Biomedical and Life Sciences (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Hardcover ISBN: 978-3-030-29021-4Published: 06 December 2019

  • Softcover ISBN: 978-3-030-29024-5Published: 31 December 2020

  • eBook ISBN: 978-3-030-29022-1Published: 22 November 2019

  • Edition Number: 1

  • Number of Pages: XI, 680

  • Number of Illustrations: 12 b/w illustrations, 83 illustrations in colour

  • Topics: Virology, Neurosciences, Immunology, Vaccine

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