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bokomslag Applications of Deep Learning in Genomics
Data & IT

Applications of Deep Learning in Genomics

Bipin Kumar Rai Rupa Rani Gautam Kumar

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  • 258 sidor
  • 2025
The objective of "Deep Learning's Expedition into Genomic Revelations" is to use advanced deep learning techniques to unlock the complexities of genomic data, reveal hidden patterns, improve our understanding of genetic contributions to diseases, speed up drug discovery processes, illuminate evolutionary trajectories, and dealing with the challenges posed by large genomic datasets. This expedition aims to address ethical concerns, demonstrate real-world applications, investigate future frontiers like as quantum computing and multi-omics integration, and present a thorough picture of the genetic environment. The main objective is to enhance genomics, allowing for more precise forecasts, personalized therapies, and a better understanding of the underlying genetic fabric that defines life.
  • Författare: Bipin Kumar Rai, Rupa Rani, Gautam Kumar
  • Format: Inbunden
  • ISBN: 9781032878331
  • Språk: Engelska
  • Antal sidor: 258
  • Utgivningsdatum: 2025-11-12
  • Förlag: Taylor & Francis Ltd