Global Virology III: Virology in the 21st Century

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

• Publisher: Springer
• Year: 2019
• Print ISBN:
  9783030290214
• eBook ISBN:
  9783030290221
• Topic: Biological Sciences
• Subtopic: Immunology
• Index: Biological Sciences

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

Table of contents

• Cover
• Front Matter
• Applications of Artificial Intelligence and Machine Learning in Viral Biology
• Non-immune Modulators of Cellular Immune Surveillance to HIV-1 and Other Retroviruses: Future Artificial Intelligence-Driven Goals and Directions
• Emerging Technologies for Antiviral Drug Discovery
• Wavelet-based Multifractal Spectrum Estimation in Hepatitis Virus Classification Models by Using Artificial Neural Network Approach
• Computational Coarse Protein Modeling of HIV-1 Sequences Using Evolutionary Search Algorithm
• Drug Development for Hepatitis C Virus Infection: Machine Learning Applications
• Modern Developments in Short Peptide Viral Vaccine Design
• Artificial Life and Therapeutic Vaccines Against Cancers that Originate in Viruses
• Mystery of HIV Drug Resistance: A Machine Learning Perspective
• Swarm Intelligence in Cell Entry Exclusion Phenomena in Viruses and Plasmids: How to Exploit Intelligent Gene Vector Self-Scattering in Therapeutic Gene Delivery
• A Combinatorial Computational Approach for Drug Discovery Against AIDS: Machine Learning and Proteochemometrics
• Application of Support Vector Machines in Viral Biology
• Eliminating Cervical Cancer: A Role for Artificial Intelligence
• HIV and Injection Drug Use: New Approaches to HIV Prevention
• Innovative Technologies for Advancement of WHO Risk Group 4 Pathogens Research
• Space Exploration and Travel, Future Technologies for Inflight Monitoring and Diagnostics
• Futuristic Methods in Virus Genome Evolution Using the Third-Generation DNA Sequencing and Artificial Neural Networks
• Futuristic Methods for Treatment of HIV in the Nervous System
• Tuberculosis: Advances in Diagnostics and Treatment
• Astrovirology, Astrobiology, Artificial Intelligence: Extra-Solar System Investigations
• Climate Crisis Impact on AIDS, IRIS and Neuro-AIDS
• 21st Century Virology: Critical Steps
• Futuristic Methods for Determining HIV Co-receptor Use
• Back Matter