Applications of Deep Learning in Genomics

Applications of Deep Learning in Genomics

Forfatter: Gautam Kumar, Bipin Kumar Rai, Rupa Rani
Forlag: CRC Press
Utgave: 1
Utgivelsesår: 2025
ISBN: 9781032878331

Kjøp boken

0

Betal med Klarna
14 dagers angrerett

The objective of the book is to use advanced deep learning techniques to unlock the complexities of genomic data. It reveals hidden and unknown patterns, to improve our understanding the role of genetics in diseases, speeding up drug discovery processes, illuminating evolutionary trajectories, and dealing with the challenges posed by large genomic datasets. It also addresses ethical concerns, provides real-world applications, reviews future frontiers like as quantum computing and multi-omics integration, and presents a thorough picture of the genetic environment. Overall, the book aims to enhance our ability to use genomics for more precise forecasts, personalised therapies, and a better understanding of the underlying genetic fabric that defines life.

Du vil kanskje også like

Kjøp boken0