Machine Learning in Medical Imaging First International Workshop, ML
The first International Workshop on Machine Learning in Medical Imaging, MLMI 2010, was held at the China National Convention Center, Beijing, China on Sept- ber 20, 2010 in conjunction with the International Conference on Medical Image Computing and Comp
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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 Madhu Sudan Microsoft Research, Cambridge, MA, USA 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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Fei Wang Pingkun Yan Kenji Suzuki Dinggang Shen (Eds.)
Machine Learning in Medical Imaging First International Workshop, MLMI 2010 Held in Conjunction with MICCAI 2010 Beijing, China, September 20, 2010 Proceedings
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Volume Editors Fei Wang IBM Research Almaden San Jose, CA 95120, USA E-mail: [email protected] Pingkun Yan Philips Research North America 345 Scarborough Road, Briarcliff Manor, NY 10510, USA E-mail: [email protected] Kenji Suzuki The University of Chicago Chicago, IL 60637, USA E-mail: [email protected] Dinggang Shen University of North Carolina Chapel Hill, NC 27510, USA E-mail: [email protected]
Library of Congress Control Number: 2010934309 CR Subject Classification (1998): I.4, I.5, J.3, I.2, I.2.10, I.3.3 LNCS Sublibrary: SL 6 – Image Processing, Computer Vision, Pattern Recognition, and Graphics ISSN ISBN-10 ISBN-13
0302-9743 3-642-15947-8 Springer Berlin Heidelberg New York 978-3-642-15947-3 Springer Berlin Heidelberg New York
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Preface
The first International Workshop on Machine Learning in Medical Imaging, MLMI 2010, was held at the China National Convention Center, Beijing, China on September 20, 2010 in conjunction with the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2010. Machine learning plays an essential role in the medical imaging field, including image segmentation, image registration, computer-aided diagnosis,
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