Overview

Discover the power of deep neural networks for image reconstruction with this state-of-the-art review of modern theories and applications. The background theory of deep learning is introduced step-by-step, and by incorporating modeling fundamentals this book explains how to implement deep learning in a variety of modalities, including X-ray, CT, MRI and others. Real-world examples demonstrate an interdisciplinary approach to medical image reconstruction processes, featuring numerous imaging applications. Recent clinical studies and innovative research activity in generative models and mathematical theory will inspire the reader towards new frontiers. This book is ideal for graduate students in Electrical or Biomedical Engineering or Medical Physics.

ISBN-13

9781316517512

ISBN-10

1316517519

Weight

1.92 Pounds

Dimensions

6.75 x 1.00 x 9.75 In

List Price

$120.00

Edition

1st Edition

Format

Hardcover

Language

English

Pages

400 pages

Publisher

Cambridge University Press

Published On

2023-10-12



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