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Deep Learning for Medical Image Analysis / edited by S. Kevin Zhou, Hayit Greenspan, Dinggang Shen.

By: Contributor(s): Material type: TextTextLanguage: English Series: Elsevier and MICCAI Society book seriesPublication details: London ; San Diego : Elsevier/Academic Press, ©2017.Description: xxiii, 433 p. : ill. (some col.) ; 24 cmISBN:
  • 9780128104088
  • 0128104082
Subject(s): DDC classification:
  • 616.075 23 ZHO
Contents:
Medical Image Detection and recognition -- Medical image segmentation -- Medical image registration -- Computer-aided diagnosis and disease quantification -- Others.
Summary: "Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component have been applied to medical image detection, segmentation and registration, and computer-aided analysis, using a wide variety of application areas. Deep Learning for Medical Image Analysis is a great learning resource for academic and industry researchers in medical imaging analysis, and for graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis"--
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Holdings
Item type Current library Collection Call number Status Date due Barcode
General Books General Books CUTN Central Library Medicine, Technology & Management Non-fiction 616.075 ZHO (Browse shelf(Opens below)) Available 34296
Browsing CUTN Central Library shelves, Shelving location: Medicine, Technology & Management, Collection: Non-fiction Close shelf browser (Hides shelf browser)
616.075 SIN Medical image processing 616.075 SIN Medical image processing 616.075 SIN Medical image processing 616.075 ZHO Deep Learning for Medical Image Analysis / 616.0756 BAY Medical Biochemistry / 616.079 ABB Cellular and molecular immunology / 616.079 ALB Aging, immunity, and infection /

Medical Image Detection and recognition -- Medical image segmentation -- Medical image registration -- Computer-aided diagnosis and disease quantification -- Others.

Includes bibliographical references and index.

"Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component have been applied to medical image detection, segmentation and registration, and computer-aided analysis, using a wide variety of application areas. Deep Learning for Medical Image Analysis is a great learning resource for academic and industry researchers in medical imaging analysis, and for graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis"--

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