Advances in Computer Vision and Pattern Recognition
Deep Learning and
Convolutional Neural
Networks for Medical
Image Computing
Le Lu · Yefeng Zheng
Gustavo Carneiro · Lin Yang Editors
Precision Medicine, High Performance
and Large-Scale Datasets
Advances in Computer Vision and Pattern
Recognition
Founding editor
Sameer Singh, Rail Vision, Castle Donington, UK
Series editor
Sing Bing Kang, Microsoft Research, Redmond, WA, USA
Advisory Board
Horst Bischof, Graz University of Technology, Austria
Richard Bowden, University of Surrey, Guildford, UK
Sven Dickinson, University of Toronto, ON, Canada
Jiaya Jia, The Chinese University of Hong Kong, Hong Kong
Kyoung Mu Lee, Seoul National University, South Korea
Yoichi Sato, The University of Tokyo, Japan
Bernt Schiele, Max Planck Institute for Computer Science, Saarbrücken, Germany
Stan Sclaroff, Boston University, MA, USA
More information about this series at http://www.springer.com/series/4205
Le Lu
•
Yefeng Zheng
•
Gustavo Carneiro
Lin Yang
Editors
Deep Learning
and Convolutional Neural
Networks for Medical Image
Computing
Precision Medicine, High Performance
and Large-Scale Datasets
123
Editors
Le Lu
National Institutes of Health Clinical Center
Bethesda, MD
USA
Yefeng Zheng
Siemens Healthcare Technology Center
Princeton, NJ
USA
Gustavo Carneiro
University of Adelaide
Adelaide, SA
Australia
Lin Yang
University of Florida
Gainesville, FL
USA
ISSN 2191-6586 ISSN 2191-6594 (electronic)
Advances in Computer Vision and Pattern Recognition
ISBN 978-3-319-42998-4 ISBN 978-3-319-42999-1 (eBook)
DOI 10.1007/978-3-319-42999-1
Library of Congress Control Number: 2017936345
© Springer International Publishing Switzerland 2017
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part
of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission
or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar
methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publication does not imply, even in the absence of a specific statement, that such names are exempt from
the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this
book are believed to be true and accurate at the date of publication. Neither the publisher nor the
authors or the editors give a warranty, express or implied, with respect to the material contained herein or
for any errors or omissions that may have been made. The publisher remains neutral with regard to
jurisdictional claims in published maps and institutional affiliations.
Printed on acid-free paper
This Springer imprint is published by Springer Nature
The registered company is Springer International Publishing AG
The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland