Deep Learning in Genetics and Genomics, Vol. 2: Advanced Applications

ISBN 10: 0443275238 / ISBN 13: 9780443275234

Published by Academic Press, 2024

About this Item

Seller Inventory # 394808820

Bibliographic Details

• Title: Deep Learning in Genetics and Genomics, Vol. 2: Advanced Applications
• Publisher: Academic Press
• Publication Date: 2024
• Language: English
• ISBN 10: 0443275238
• ISBN 13: 9780443275234
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Deep Learning in Genetics and Genomics: Vol. 2 (Advanced Applications) delves into the Deep Learning methods and their applications in various fields of studies, including genetics and genomics, bioinformatics, health informatics and medical informatics generating the momentum of today's developments in the field. In 25 chapters this title covers advanced applications in the field which includes deep learning in predictive medicines), analysis of genetic and clinical features, transcriptomics and gene expression patterns analysis, clinical decision support in genetic diagnostics, deep learning in personalised genomics and gene editing, and understanding genetic discoveries through Explainable AI. Further, it also covers various deep learning-based case studies, making this book a unique resource for wider, deeper, and in-depth coverage of recent advancement in deep learning based approaches. This volume is not only a valuable resource for health educators, clinicians, and healthcare professionals but also to graduate students of genetics, genomics, biology, biostatistics, biomedical sciences, bioinformatics, and interdisciplinary sciences.

• Embraces the potential that deep learning holds for understanding genome biology
• Encourages further advances in this area, extending to all aspects of genomics research
• Provides Deep Learning algorithms in genetic and genomic research

About the Author

Dr. Khalid Raza is an Associate Professor at the Department of Computer Science, Jamia Millia Islamia, New Delhi, India, and an Adjunct Professor at UCSI University, Malaysia. He has over 14 years of teaching and research experience and previously served as an ICCR Chair Visiting Professor at Ain Shams University, Egypt. Dr. Raza has published more than 160 peer-reviewed papers and authored/edited over 15 books with Springer, Elsevier, and CRC Press. He serves as Academic Editor of PLoS ONE, BMC Artificial Intelligence, and Guest Editor of npj Precision Oncology, JoVE, and several other journals. Recipient of Clarivate’s (Web of Science) India Excellence Research Citation Award 2025, Dr. Raza is consistently featured in the World’s Top 2% Scientists list (2022–2025). His research focuses on AI, bioinformatics, and health informatics