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Applications of Deep Learning in Genomics

Bibliographic Details
Title: Applications of Deep Learning in Genomics
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.
Authors: Bipin Kumar Rai, Rupa Rani, Gautam Kumar
Resource Type: eBook.
Subjects: Genomics--Data processing, Deep learning (Machine learning)
Categories: SCIENCE / Life Sciences / Genetics & Genomics, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Data Science / Neural Networks, SCIENCE / Life Sciences / Neuroscience, COMPUTERS / Quantum Computing
Database: eBook Index
FullText Text:
  Availability: 0
Header DbId: edsebk
DbLabel: eBook Index
An: 4321375
RelevancyScore: 981
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 981.043701171875
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  Data: Applications of Deep Learning in Genomics
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  Data: 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.
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  Data: <searchLink fieldCode="DE" term="%22Genomics--Data+processing%22">Genomics--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Deep+learning+%28Machine+learning%29%22">Deep learning (Machine learning)</searchLink>
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RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 572.860285
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Genomics--Data processing
        Type: general
      – SubjectFull: Deep learning (Machine learning)
        Type: general
    Titles:
      – TitleFull: Applications of Deep Learning in Genomics
        Type: main
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      – PersonEntity:
          Name:
            NameFull: Bipin Kumar Rai
      – PersonEntity:
          Name:
            NameFull: Rupa Rani
      – PersonEntity:
          Name:
            NameFull: Gautam Kumar
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            NameFull: Bipin Kumar Rai
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            NameFull: Rupa Rani
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            NameFull: Gautam Kumar
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2025
            – D: 16
              M: 12
              Type: profile
              Y: 2025
          Identifiers:
            – Type: isbn-print
              Value: 9781032878331
            – Type: isbn-electronic
              Value: 9781003558835
            – Type: isbn-electronic
              Value: 9781040544792
            – Type: isbn-electronic
              Value: 9781040658369
          Titles:
            – TitleFull: Applications of Deep Learning in Genomics
              Type: main
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