BookPaul Shapshak, Seetharaman Balaji, Pandjassarame Kangueane, Francesco Chiappelli, Charurut Somboonwit, Lynette J. Menezes, John T. Sinnott, editors.
Summary: 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.
Contents:
1. Applications of Artificial Intelligence and Machine Learning in Viral Biology
2. Non-Immune Modulators of Cellular Immune Surveillance to HIV-1 and other Retroviruses: Future Artificial Intelligence-Driven Goals and Directions
3. Emerging Technologies for Antiviral Drug Discovery
4. Wavelet Transform Modulus Maxima Approach for Hepatitis Virus Classification with ANN
5. Computational Coarse Protein Modeling of HIV-1 Sequences Using Evolutionary Search Algorithm
6. Drug Development for Hepatitis C Virus Infection: Machine Learning Applications
7. Modern Developments in Short Peptide Viral Vaccine Design
8. Artificial life and therapeutic vaccines against cancers that originate in viruses
9. Mystery of HIV Drug Resistance
A Machine Learning Perspective
10. Swarm Intelligence in Cell Entry Exclusion Phenomena in Viruses and Plasmids: How to Exploit Intelligent Gene Vector Self-Scattering in Therapeutic Gene Delivery
11. A Combinatorial Computational Approach for Drug Discovery Against AIDS: Machine Learning and Proteochemometrics
12. Application of Support Vector Machines in Viral Biology
13. Eliminating Cervical Cancer: A Role for Artificial Intelligence
14. HIV and Injection Drug Use: New Approaches to HIV Prevention
15. Innovative Technologies for Advancement of WHO Risk Group 4 Pathogens Research
16. Space Exploration and Travel, Future Technologies for In-flight Monitoring and Diagnostics
17. Futuristic Methods in Virus Genome Evolution Using the Third-Generation DNA Sequencing and Artificial Neural Networks
18. Futuristic Methods for Treatment of HIV in the Nervous System
19. Tuberculosis: Advances in Diagnostics and Treatment
20. Astrovirology, Astrobiology, Artificial Intelligence: Extra-Solar System Investigations
21. Climate Crisis Impact on AIDS, IRIS, and Neuro-AIDS
22. 21st Century Virology: Critical Steps
23. Futuristic Methods for Determining HIV Co-receptor Use.-