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Advanced AI Techniques and Applications in Bioinformatics
Engelsk
Bogcover for Advanced AI Techniques and Applications in Bioinformatics af , 9780367647674
Specifikationer
Sprog:
Engelsk
Sider:
282
ISBN-13:
9780367647674
Indbinding:
Paperback
ISBN-10:
0367647672
Udg. Dato:
27 maj 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
27 maj 2024
Paperback 2024
Format:

Bog beskrivelse

The advanced AI techniques are essential for resolving various problematic aspects emerging in the field of bioinformatics. This book covers the recent approaches in artificial intelligence and machine learning methods and their applications in Genome and Gene editing, cancer drug discovery classification, and the protein folding algorithms among others. Deep learning, which is widely used in image processing, is also applicable in bioinformatics as one of the most popular artificial intelligence approaches. The wide range of applications discussed in this book are an indispensable resource for computer scientists, engineers, biologists, mathematicians, physicians, and medical informaticists.

 

Features:

  1. Focusses on the cross-disciplinary relation between computer science and biology and the role of machine learning methods in resolving complex problems in bioinformatics
  2. Provides a comprehensive and balanced blend of topics and applications using various advanced algorithms
  3. Presents cutting-edge research methodologies in the area of AI methods when applied to bioinformatics and innovative solutions
  4. Discusses the AI/ML techniques, their use, and their potential for use in common and future bioinformatics applications
    1. Includes recent achievements in AI and bioinformatics contributed by a global team of researchers
  5. ... Vis mere

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    Specifikationer
    Sprog:
    Engelsk
    Sider:
    282
    ISBN-13:
    9780367647674
    Indbinding:
    Paperback
    ISBN-10:
    0367647672
    Udg. Dato:
    27 maj 2024
    Størrelse i cm:
    23,4 x 15,6
    Oplagsdato:
    27 maj 2024
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