Artificial Intelligence in Microbiology: Scope and Challenges volume-II

Erscheinungsjahr 2025
ISBN: 978-0-443-29626-0
Verlag: Elsevier Science & Technology

Buch, Englisch, Format (B × H): 152 mm x 229 mm

Artificial Intelligence in Microbiology: Scope and Challenges, Volume-II, Volume 56 covers changes due to the emergence of Artificial Intelligence (AI). AI is being used to analyze massive data in a predictable form, about the behavior of microorganisms, to solve microbial classification-related problems, and more. Chapters include Taking on the resistance: AI and battle against antimicrobial resistance, AI-powered insights into microbial communities for bioremediation strategies, Efficient and cost-effective production of viral vaccines via AI, Production and development of novel drug targets through AI, Use of AI in neuroscience, Role of Artificial Intelligence in studying metagenomics of Microbes: Decoding the microbial Sphere, and more.

Other chapters explore Exploring the functional role of bacterial proteins via AI, Application of AI in Aquaculture/Fisheries: Disease identification, detection, diagnosis, drug development, Artificial Intelligence in drug discovery & development; scope and challenges, Production of bacteriocins by AI: as food preservative, Exploring the Role of Artificial Intelligence in the Microbial remediation of heavy metals, Uses of Artificial Intelligence in the Agricultural Pest Management, Microbial fermentation processes using Artificial Intelligence, and more.

Autoren/Hrsg.

Weitere Mitwirkende

Srivastava, Akanksha

Fachgebiete

• Naturwissenschaften Biowissenschaften Molekularbiologie
• Naturwissenschaften Biowissenschaften Botanik Mykologie, Pilze
• Technische Wissenschaften Umwelttechnik | Umwelttechnologie Umwelttechnik
• Naturwissenschaften Biowissenschaften Mikrobiologie

Inhaltsverzeichnis

1. Taking on the resistance: AI and battle against antimicrobial resistance
2. AI-powered insights into microbial communities for bioremediation strategies
3. Efficient and cost-effective production of viral vaccines via AI
4. Production and development of novel drug targets through AI
5. Use of AI in neuroscience
6. Role of Artificial Intelligence in studying metagenomics of Microbes: Decoding the microbial Sphere
7. Exploring the functional role of bacterial proteins via AI
8. Application of AI in Aquaculture/Fisheries: Disease identification, detection, diagnosis, drug development
9. Artificial Intelligence in drug discovery & development; scope and challenges
10. Production of bacteriocins by AI: as food preservative
11. Exploring the Role of Artificial Intelligence in the Microbial remediation of heavy metals
12. Uses of Artificial Intelligence in the Agricultural Pest Management
13. Microbial fermentation processes using Artificial Intelligence
14. AI implementation in the food industry as a promising tool for enhancing food quality
15. Ai I techniques in healthcare
16. Artificial Intelligence in Clinical Microbiology Diagnostic Testing
17. Artificial Intelligence in plant disease mitigation and nutrient acquisition
18. Emerging era of AI and ML in the field of biomedical research

Über Autor(innen)

Srivastava, Akanksha
Dr. Akanksha Srivastava is currently a Research Scientist in the Department of Microbiology, Institute of Medical Science, Banaras Hindu University, Varanasi, India. She earned her PhD in Life Science from the Academy of Scientific and Industrial Research (AcSIR), CSIR-Central Drug Research Institute (CSIR-CDRI), Lucknow. Her expertise is in microbiology, fermentation technology, and virology. She was a recipient of the Young Women Scientist fellowship award from DST in the WOS-A scheme and previously received the ICMR- Research Associate and Senior Research Fellowship awards. She is a reviewer for several reputed international peer-reviewed journals. She has published numerous research papers in acclaimed journals, has authored one book, book chapters, as well as review articles. She was recognized for excellence in research by the Honorable Chief Minister of Uttar Pradesh, India, the SGBRD Society, and the SIEBS Society. Her international collaborations include researchers in Israel, United Kingdom, United States, and Finland.