Machine Learning in Medical Imaging 5th International Workshop, MLMI

This book constitutes the refereed proceedings of the 5th International Workshop on Machine Learning in Medical Imaging, MLMI 2014, held in conjunction with the International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI

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Guorong Wu Daoqiang Zhang Luping Zhou (Eds.)

Machine Learning in Medical Imaging 5th International Workshop, MLMI 2014 Held in Conjunction with MICCAI 2014 Boston, MA, USA, September 14, 2014, Proceedings

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Lecture Notes in Computer Science Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen

Editorial Board David Hutchison Lancaster University, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Alfred Kobsa University of California, Irvine, CA, USA Friedemann Mattern ETH Zurich, Switzerland John C. Mitchell Stanford University, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel Oscar Nierstrasz University of Bern, Switzerland C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbruecken, Germany

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Guorong Wu Daoqiang Zhang Luping Zhou (Eds.)

Machine Learning in Medical Imaging 5th International Workshop, MLMI 2014 Held in Conjunction with MICCAI 2014 Boston, MA, USA, September 14, 2014 Proceedings

13

Volume Editors Guorong Wu University of North Carolina at Chapel Hill Chapel Hill, NC, USA E-mail: [email protected] Daoqiang Zhang Nanjing University of Aeronautics and Astronautics Nanjing, JiangSu, China E-mail: [email protected] Luping Zhou University of Wollongong Wollongong, NSW, Australia E-mail: [email protected]

ISSN 0302-9743 e-ISSN 1611-3349 ISBN 978-3-319-10580-2 e-ISBN 978-3-319-10581-9 DOI 10.1007/978-3-319-10581-9 Springer Cham Heidelberg New York Dordrecht London Library of Congress Control Number: 2014946444 LNCS Sublibrary: SL 6 – Image Processing, Computer Vision, Pattern Recognition, and Graphics © Springer International Publishing Switzerland 2014 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. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in ist current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the Copyright Clearance Cen