Applications of Deep Learning in Genomics by Bipin Kumar Rai, Rupa Rani, Gautam Kumar
General:
Name: Applications of Deep Learning in Genomics by Bipin Kumar Rai, Rupa Rani, Gautam Kumar
Format: epub
Size: 8.15 MB
Book:
Title: Applications of Deep Learning in Genomics
Author: Kumar Rai, Bipin;Rani, Rupa;Kumar, Gautam;, Rupa Rani, Rupa Rani
Language: English
Year: 2026
Subjects: Computer Technology, Science, Nonfiction
Publisher: Taylor & Francis Group
ISBN: 1032878339
Total pages: N/A
Description:
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.
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