Artificial Intelligence in Microbiology: Scope and Challenges Volume 1

Nowadays, the field of microbiology is undergoing a revolutionary change 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, exploring the interaction between microorganisms and the surrounding environment. It also helps to extract novel microbial metabolites which have been used in various fields like medical, food and agricultural industries. As the pace of innovation in Microbiology is accelerating, the use of AI in these industries will be beneficial. AI will not only show its extraordinary potential in expanding the market of antibiotics, food, and agriculture but also offer an eco-friendly, safer, and profitable solution to the respective industries. It would be challenging to search out specific features and discuss future research on AI in microbiology with a wide perspective. Uncovering extended functions of AI in Microbiology.Production and development of novel drug targets through AI.Challenges for using and selecting appropriate AI tools in health, agriculture and food sector INDICE: Preface1. Use of AI techniques in the diagnosis of infectious diseasesRussell Kabir2. Potential future of AI for Microbiology applications - Benefits, challenges, and opportunitiesManan Shah3. Production and development of novel drug targets through AIGhada Abd-Elmonsef Mahmoud Jr.4. AI; beneficial or harmful for humansAmit Madeshiya5. THE USE OF ARTIFICIAL INTELLIGENCE TECHNIQUES IN THE DIAGNOSIS OF INFECTIOUS DISEASESOdangowei Ogidi and Pere-Ere Sarah Tobia6. Ethical and Social Issues Related to Artificial Intelligence in HealthcareHimel Mondal and Shaikat Mondal7. Artificial Intelligence as a smart approach in Clinical Microbiology.Akanksha Srivastava8. Computation-assisted methods in the determination of microbial metabolitesSebnem Ozturkoglu-Budak9. Artificial Intelligence in drug discovery and developmentVaibhav Mishra10. AI and its role in soil microbiology and agriculture sustenanceNaveen Chandra Joshi11. Role of AI in fungus identification, characterization and interactionSakshi Arora12. Isolation and Characterization TechniquesDr Olanrewaju Roland Akinseye13. Agriculture sector and artificial IntelligenceVaibhav Mishra14. Role of AI in GUT microbiota and Sleep disorderAkanksha Srivastava

• ISBN: 978-0-443-29624-6
• Editorial: Academic Press
• Encuadernacion: Cartoné
• Páginas: 216
• Fecha Publicación: 01/08/2024
• Nº Volúmenes: 1
• Idioma: Inglés