Artificial Intelligence in Microbiology: Scope and Challenges Volume 1

Specificaties
Gebonden, blz. | Engels
Elsevier Science | 2024
ISBN13: 9780443296246
Rubricering
Elsevier Science e druk, 2024 9780443296246
Onderdeel van serie Methods in Microbiology
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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.

Specificaties

ISBN13:9780443296246
Taal:Engels
Bindwijze:Gebonden

Inhoudsopgave

Preface<br>1. Use of AI techniques in the diagnosis of infectious diseases<br>Russell Kabir<br>2. Potential future of AI for Microbiology applications - Benefits, challenges, and opportunities<br>Manan Shah<br>3. Production and development of novel drug targets through AI<br>Ghada Abd-Elmonsef Mahmoud Jr.<br>4. AI; beneficial or harmful for humans<br>Amit Madeshiya<br>5. THE USE OF ARTIFICIAL INTELLIGENCE TECHNIQUES IN THE DIAGNOSIS OF INFECTIOUS DISEASES<br>Odangowei Ogidi and Pere-Ere Sarah Tobia<br>6. Ethical and Social Issues Related to Artificial Intelligence in Healthcare<br>Himel Mondal and Shaikat Mondal<br>7. Artificial Intelligence as a smart approach in Clinical Microbiology.<br>Akanksha Srivastava<br>8. Computation-assisted methods in the determination of microbial metabolites<br>Sebnem Ozturkoglu-Budak<br>9. Artificial Intelligence in drug discovery and development<br>Vaibhav Mishra<br>10. AI and its role in soil microbiology and agriculture sustenance<br>Naveen Chandra Joshi<br>11. Role of AI in fungus identification, characterization and interaction<br>Sakshi Arora<br>12. Isolation and Characterization Techniques<br>Dr Olanrewaju Roland Akinseye<br>13. Agriculture sector and artificial Intelligence<br>Vaibhav Mishra<br>14. Role of AI in GUT microbiota and Sleep disorder<br>Akanksha Srivastava
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        Artificial Intelligence in Microbiology: Scope and Challenges Volume 1