Intelligent Systems Reference Library

Deep Learning in Healthcare

Paradigms and Applications

Editors: Chen, Yen-Wei, Jain, Lakhmi C. (Eds.)

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  • Discusses the advances and future of deep learning in medicine and health care
  • Includes a comprehensiveCC  introduction to deep learning
  • Focuses on medical imaging and computer-aided diagnosis
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eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-030-32606-7
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  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-030-32605-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book provides a comprehensive overview of deep learning (DL) in medical and healthcare applications, including the fundamentals and current advances in medical image analysis, state-of-the-art DL methods for medical image analysis and real-world, deep learning-based clinical computer-aided diagnosis systems.

Deep learning (DL) is one of the key techniques of artificial intelligence (AI) and today plays an important role in numerous academic and industrial areas. DL involves using a neural network with many layers (deep structure) between input and output, and its main advantage of is that it can automatically learn data-driven, highly representative and hierarchical features and perform feature extraction and classification on one network. DL can be used to model or simulate an intelligent system or process using annotated training data.

Recently, DL has become widely used in medical applications, such as anatomic modelling, tumour detection, disease classification, computer-aided diagnosis and surgical planning. This book is intended for computer science and engineering students and researchers, medical professionals and anyone interested using DL techniques.

Table of contents (12 chapters)

Table of contents (12 chapters)

Buy this book

eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-030-32606-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-030-32605-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Deep Learning in Healthcare
Book Subtitle
Paradigms and Applications
Editors
  • Yen-Wei Chen
  • Lakhmi C. Jain
Series Title
Intelligent Systems Reference Library
Series Volume
171
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-32606-7
DOI
10.1007/978-3-030-32606-7
Hardcover ISBN
978-3-030-32605-0
Series ISSN
1868-4394
Edition Number
1
Number of Pages
XIV, 218
Number of Illustrations
24 b/w illustrations, 90 illustrations in colour
Topics