Global Virology III: Virology in the 21st Century

Description

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. Front Matter ....Pages i-xi Applications of Artificial Intelligence and Machine Learning in Viral Biology (Sonal Modak, Deepak Sehgal, Jayaraman Valadi)....Pages 1-39 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 Emerging Technologies for Antiviral Drug Discovery (Badireddi Subathra Lakshmi, Mohan Latha Abillasha, Pandjassarame Kangueane)....Pages 59-71 Wavelet-based Multifractal Spectrum Estimation in Hepatitis Virus Classification Models by Using Artificial Neural Network Approach (Yeliz Karaca)....Pages 73-96 Computational Coarse Protein Modeling of HIV-1 Sequences Using Evolutionary Search Algorithm (Sandhya Parasnath Dubey, Seetharaman Balaji)....Pages 97-115 Drug Development for Hepatitis C Virus Infection: Machine Learning Applications (Sajitha Lulu Sudhakaran, Deepa Madathil, Mohanapriya Arumugam, Vino Sundararajan)....Pages 117-129 Modern Developments in Short Peptide Viral Vaccine Design (Christina Nilofer, Mohanapriya Arumugam, Pandjassarame Kangueane)....Pages 131-147 Artificial Life and Therapeutic Vaccines Against Cancers that Originate in Viruses (María Elena Escobar-Ospina, Jonatan Gómez)....Pages 149-305 Mystery of HIV Drug Resistance: A Machine Learning Perspective (Arumugam Mohanapriya, Nirmaladevi Ponnusamy, Sajitha Lulu Sudhakaran, Vino Sundararajan, Pandjassarame Kangueane)....Pages 307-323 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 A Combinatorial Computational Approach for Drug Discovery Against AIDS: Machine Learning and Proteochemometrics (Sofia D’souza, Prema K. V., Seetharaman Balaji)....Pages 345-359 Application of Support Vector Machines in Viral Biology (Sonal Modak, Swati Mehta, Deepak Sehgal, Jayaraman Valadi)....Pages 361-403 Eliminating Cervical Cancer: A Role for Artificial Intelligence (Lynette J. Menezes, Lianet Vazquez, Chilukuri K. Mohan, Charurut Somboonwit)....Pages 405-422 HIV and Injection Drug Use: New Approaches to HIV Prevention (Charurut Somboonwit, Lianet Vazquez, Lynette J. Menezes)....Pages 423-436 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 Space Exploration and Travel, Future Technologies for Inflight Monitoring and Diagnostics (Jean-Pol Frippiat)....Pages 471-484 Futuristic Methods in Virus Genome Evolution Using the Third-Generation DNA Sequencing and Artificial Neural Networks (Hyunjin Shim)....Pages 485-513 Futuristic Methods for Treatment of HIV in the Nervous System (Allison Navis, Jessica Robinson-Papp)....Pages 515-527 Tuberculosis: Advances in Diagnostics and Treatment (Ju Hee Katzman, Mindy Sampson, Beata Casañas)....Pages 529-540 Astrovirology, Astrobiology, Artificial Intelligence: Extra-Solar System Investigations (Paul Shapshak)....Pages 541-573 Climate Crisis Impact on AIDS, IRIS and Neuro-AIDS (Francesco Chiappelli, Emma Reyes, Ruth Toruño)....Pages 575-603 21st Century Virology: Critical Steps (Paul Shapshak)....Pages 605-623 Futuristic Methods for Determining HIV Co-receptor Use (Jacqueline K. Flynn, Matthew Gartner, Annamarie Laumaea, Paul R. Gorry)....Pages 625-663 Back Matter ....Pages 665-680