Applications of Deep Learning in Genomics by Bipin Kumar Rai, Rupa Rani, Gautam Kumar ISBN 9781032878331, 1032878339 instant download

Applications of Deep Learning in Genomics by Bipin Kumar Rai, Rupa Rani, Gautam Kumar ISBN 9781032878331, 1032878339 instant download

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. The book investigates future frontiers such as quantum computing and multi-omics integration, and presents a picture of the genetic environment to advance enhanced genomics, enabling more precise forecasts, and personalised therapies.