Genomic Intelligence Metagenomics and Artificial Intelligence

Preface

About the Editors

1. Exploring the Intersection of Metagenomics and Artificial Intelligence

Radhika Negi, Ranjan Singh, Shakuli Kashyap and Sheetanshu Gupta

2. Metagenomics and AI: A Synergistic Approach to Data-iven Insights

Jyoti Rani, Dhirendra Kumar, Vivek Sharma and Mridupol Handique

3. Techniques for Metagenomic Data Collection and Sequencing

Abhijeet Joshi, Alla Devivaraprasad Reddy, Roshan Maroti Shinde, Somesh Mehra and Sheetanshu Gupta

4. Computational Challenges in Metagenomic Data Analysis

Surya Pratap Singh, Nidhi Verma Dhirendra Kumar and Sheetanshu Gupta

5. Machine Learning for Taxonomic Classification of Microbiomes

Sheetanshu Gupta,Shalini Sharma, Dhirendra Kumar and Shakuli Kashyap

6. Predictive Modelling of Microbial Communities Using Deep Learning

Presenjit, Sheetanshu Gupta and Dhirendra Kumar

7. Functional Profiling of Microbial Communities through AI Approaches

Surekha S, Dhirendra Kumar, Alla Devivaraprasad Reddy and Sheetanshu Gupta

8. Enzyme Annotation and Pathway Reconstruction with Machine Learning

Roshan Maroti Shinde, Sheetanshu Gupta, Dhirendra Kuma and Mohammad Javed Ansari

9. Metagenomics and Host-Microbiome Interactions in Disease

Umesh Babu B S., Surya Pratap Singh, Sheetanshu Gupta and Gunvanti Rathod

10. AI-Powered Predictive Modelling for Disease Diagnostics

Amarpreet Kaur, Sheetanshu Gupta, and Dhirendra Kumar

11. Metagenomic Insights into Ecosystems and Environmental Dynamics

Abhijeet Joshi, Sheetanshu Gupta, Sugandha Mishra and Dhirendra Kumar

12. AI-Driven Analysis of Environmental Metagenomic Data

Sheetanshu Gupta, Shakuli Kashyap and Dhirendra Kumar

13. Constructing and Analysing Microbial Interaction Networks Using AI

Sheetanshu Gupta and Dhirendra Kumar

14. Integrative Approaches: Combining Metagenomics and Network Science

Riya Mishra, Sheetanshu Gupta, Presenjit and Dhirendra Kumar

15. Mining Metagenomic Data for Novel Functional Genes Using AI

Revanasiddayya, Channabasava, Rohit Kumar, Raghavendra V. C. and Sheetanshu Gupta

16. AI-driven Bioprospecting of Microbial Resources

Sheetanshu Gupta and Dhirendra Kumar

17. Ethical Issues in AI-Enhanced Metagenomic Research

Sheetanshu Gupta, Chitti Bharat Kumar and Dhirendra Kumar

18. Legal Frameworks for Data Privacy and Ownership in Metagenomics

Dhirendra Kumar, Sheetanshu Gupta and Pragnesh Parmar

19. Emerging Trends in Metagenomics and AI Integration

Priyanka Kumari and Sheetanshu Gupta

20. AI-Metagenomics Fusion: Paving the Way for Precision Microbiomics

Sheetanshu Gupta

Biography

Sheetanshu Gupta is alumnus of G.B. Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, India and works in the field of Biochemistry, Molecular Biology, and Biotechnology. He specializes in environmental problems, aeroponics and hydroponics, and protein biochemistry. He is also involved in innovating farming techniques and exploring novel approaches to plant protection.

Dhirendra Kumar is Assistant Professor in the Department of Botany and Assistant Nodal Officer IPR Cell at Chaudhary Bansi Lal University, Haryana, India. His areas of interest are Plant Biology, Biotechnology, Bioprocess Development, Termite Biology, and Waste Management and he is currently working on green synthesis plants and metal-based nanomaterials.

Radhika Negi works as Subject Matter Specialist (Vegetable Science and Floriculture) at CSK HPKV, KVK, Lahaul, and Spiti 1 at Kukumseri, India. She has completed her post-graduation in Vegetable Science from Dr YSP UHF, Nauni, Solan, Himachal Pradesh, India and qualified ASRB-ICAR NET in Vegetable Science in 2018. She has three years of experience in the field of extension and research and is involved in various projects.

Ranjan Singh works as Associate Professor in the Department of Microbiology at Dr. Ram Manohar Lohia Avadh University, Ayodhya, U.P., India. He holds a Ph.D. in Microbiology from Dr. Ram Manohar Lohia Avadh University, Ayodhya, U.P, India. His areas of research are Applied and Environmental Microbiology and Applied Biotechnology.

Mohammad Javed Ansari is Assistant Professor in the Department of Botany at Hindu College, Moradabad, Uttar Pradesh, India. He holds a Ph.D. in Biotechnology from IIT Roorkee, India and has served as Assistant Professor at King Saud University, Riyadh, Saudi Arabia.

Shakuli Kashyap is Assistant Professor at the College of Agriculture Sciences, Teerthanker Mahaveer University, Moradabad, India. She holds a Ph.D. in Botany from G. B. P. U. A. & T, Pantnagar, India.

Sudhir Mehrotra is Professor at Lucknow University, Uttar Pradesh, India. He holds 32 years of teaching experience and has completed several research projects working in the field of Biochemical Toxicology.