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CRC Press Diagnosis of Neurological Disorders Based on Deep Learning Techniques

Name: Diagnosis of Neurological Disorders Based on Deep Learning Techniques
Brand: CRC Press
Price: 94.93 GBP
Availability: InStock

AI & Machine Learning

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Description

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.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 1032325232
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 15 May 2023
Listed Since: 02 November 2022

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CRC Press Diagnosis of Neurological Disorders Based on Deep Learning Techniques

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