1st Edition
Applications of Deep Learning in Genomics
Applications of Deep Learning in Genomics
Bipin Kumar Rai, Rupa Rani, and Gautam Kumar
1. Revolutionizing DNA Fragment Assembly: A deep learning perspective
2. Revolutionizing Genetic Research: How Deep Learning is Uncovering the Secrets of the Genome
3. Transforming Genomics with Deep Learning: Applications and Future Directions
4. Accelerating DNA Fragments Assembly with Quantum Computing
5. Arrhythmia Insights: Leveraging Voting Classifier Algorithms for Classification
6. Role of Deep Learning Algorithms in Next-Generation Human Genomics Sequencing
7. Gastrointestinal Tuberculosis (GI-TB): An Update on Transmission, Diagnosis, and Treatment
8. A Review on IoT-enabled Body Sensor Networks for Healthcare System
9. Deep Learning Based Approach for Compressing Genomic Sequence Data
10. Deep Reinforcement Learning in Genomic Medicine
11. Deep Learning for Disease Progression with Quantum Computing and Multi-Modal Omics
12. Ethical Considerations Privacy, Fairness, Bias in Genomic Data
Index
Biography
Bipin Kumar Rai is a Professor in the Department of Computer Science & Engineering, Dayanand Sagar University, Bangalore. He has a PhD from Banasthali University, Rajasthan and M. Tech (CSE) from RGPV Bhopal & B. Tech (CSE) from UPTU Lucknow, India. Dr. Bipin Kumar Rai has 20+ years teaching experience in renowned institutions. He has been actively involved in various academic and administrative roles. His interests include Information security, ML and blockchain. He has published 50+ research papers in WoS/Scopus indexed journals/conferences, 5 books and 5 patents. He has worked as an Editor/Reviewer of several SCI/Scopus indexed journals and as a session chair/TPC member in several conferences.
Rupa Rani is an Assistant Professor in the Department of CSE at AKG Engineering College, Ghaziabad (India). She has a PhD in Computer Science & Engineering from Banasthali Vidyapith, Rajasthan, and has a MTech in Computer Engineering. She published 20+ research papers indexed in WoS/Scopus journals/conferences. Her research interests include data science, AI, ML and cyber security.
Gautam Kumar is an Associate Professor at Manipal University Jaipur, India with the School of Computer Science and Engineering. He has a PhD degree in CSE from Jaypee University of Information Technology, India, and has MTech from RTU, Rajasthan & B.E. from RGPV, Bhopal, MP. His research interests cover cryptography, information security, algorithms, design and analysis of algorithms. He has published 50+ journals/conferences papers indexed in SCI/Scopus, 3 published books and 5 published patents.
