Applications of Deep Learning in Genomics

£52.99

Applications of Deep Learning in Genomics

Public ownership / nationalization Health systems and services Biomedical engineering Neurosciences Electrical engineering Electronics engineering Digital and information technologies: Health and safety aspects Digital and information technologies: Legal aspects Data mining Artificial intelligence

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Language: English

Published by: CRC Press

Published on: 12th November 2025

Format: LCP-protected ePub

ISBN: 9781040658369


Objective of the Book

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.

Addressing Ethical and Future Frontiers

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 Goals

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.

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