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Diagnosis of Neurological Disorders Based on Deep Learning Techniques
Engelsk
Bogcover for Diagnosis of Neurological Disorders Based on Deep Learning Techniques af , 9781032325248
Specifikationer
Sprog:
Engelsk
Sider:
222
ISBN-13:
9781032325248
Indbinding:
Paperback
ISBN-10:
1032325240
Kategori:
Udg. Dato:
30 jan 2025
Størrelse i cm:
15,2 x 22,9 x 1,6
Oplagsdato:
30 jan 2025

Diagnosis of Neurological Disorders Based on Deep Learning Techniques

Engelsk
Paperback 2025
Format:

Bog beskrivelse

This book is based on deep learning approaches used for the diagnosis of neurological disorders, including basics of deep learning algorithms using diagrams, data tables, and practical examples, for diagnosis of neurodegenerative and neurodevelopmental disorders. It includes application of feed-forward neural networks, deep generative models, convolutional neural networks, graph convolutional networks, and recurrent neural networks in the field of diagnosis of neurological disorders. Along with this, data preprocessing including scaling, correction, trimming, and normalization is also included.

  • Offers a detailed description of the deep learning approaches used for the diagnosis of neurological disorders.
  • Demonstrates concepts of deep learning algorithms using diagrams, data tables, and examples for the diagnosis of neurodegenerative, neurodevelopmental, and psychiatric disorders.
  • Helps build, train, and deploy different types of deep architectures for diagnosis.
  • Explores data preprocessing techniques involved in diagnosis.
  • Includes real-time case studies and examples.

This book is aimed at graduate students and researchers in biomedical imaging and machine learning.

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Specifikationer
Sprog:
Engelsk
Sider:
222
ISBN-13:
9781032325248
Indbinding:
Paperback
ISBN-10:
1032325240
Kategori:
Udg. Dato:
30 jan 2025
Størrelse i cm:
15,2 x 22,9 x 1,6
Oplagsdato:
30 jan 2025
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