Deep learning for medical image analysis

"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 dee...

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Bibliographic Details
Other Authors: Zhou, S. Kevin (Editor), Greenspan, Hayit (Editor), Shen, Dinggang (Editor)
Format: eBook
Language:English
Published: London, United Kingdom Academic Press is an imprint of Elsevier 2017
Series:The Elsevier and MICCAI Society book series
Subjects:
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Description
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"--
Physical Description:1 online resource
ISBN:9780128104095
0128104090