Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging

International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers

  • Bjoern Menze
  • Georg Langs
  • Zhuowen Tu
  • Antonio Criminisi
Conference proceedings MCV 2010

DOI: 10.1007/978-3-642-18421-5

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6533)

Table of contents

  1. Front Matter
  2. Shape, Geometry and Registration

    1. Kersten Petersen, Mads Nielsen, Sami S. Brandt
      Pages 1-10
    2. Heike Ruppertshofen, Cristian Lorenz, Sarah Schmidt, Peter Beyerlein, Zein Salah, Georg Rose et al.
      Pages 21-30
    3. Chao Chen, Daniel Freedman
      Pages 31-42
    4. Rishi Rajalingham, Matthew Toews, D. Louis Collins, Tal Arbel
      Pages 43-53
  3. Markov Models for Image Reconstruction and Analysis

    1. Florent Lalys, Laurent Riffaud, Xavier Morandi, Pierre Jannin
      Pages 54-62
    2. Dongfeng Han, John Bayouth, Sudershan Bhatia, Milan Sonka, Xiaodong Wu
      Pages 63-73
    3. Frederik O. Kaster, Bjoern H. Menze, Marc-André Weber, Fred A. Hamprecht
      Pages 74-85
  4. Automatic Anatomy Localization via Classification

    1. René Donner, Erich Birngruber, Helmut Steiner, Horst Bischof, Georg Langs
      Pages 86-95
    2. B. Michael Kelm, S. Kevin Zhou, Michael Suehling, Yefeng Zheng, Michael Wels, Dorin Comaniciu
      Pages 96-105
    3. Antonio Criminisi, Jamie Shotton, Duncan Robertson, Ender Konukoglu
      Pages 106-117
    4. Alessandra Staglianò, Gabriele Chiusano, Curzio Basso, Matteo Santoro
      Pages 130-140
    5. Maria A. Zuluaga, Edgar J. F. Delgado Leyton, Marcela Hernández Hoyos, Maciej Orkisz
      Pages 141-152
  5. Texture Analysis

    1. Mehrdad J. Gangeh, Lauge Sørensen, Saher B. Shaker, Mohamed S. Kamel, Marleen de Bruijne
      Pages 153-163
    2. Peter Maday, Parmeshwar Khurd, Lance Ladic, Mitchell Schnall, Mark Rosen, Christos Davatzikos et al.
      Pages 164-173
    3. Maxime Boucher, Alan Evans, Kaleem Siddiqi
      Pages 174-183
    4. Annemie Ribbens, Frederik Maes, Dirk Vandermeulen, Paul Suetens
      Pages 184-194
  6. Segmentation

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings
of the International Workshop on Medical Computer Vision, MCV 2010, held
in Beijing, China, in September 2010 as a satellite event of the 13th
International Conference on Medical Image Computing and Computer
Assisted Intervention, MICCAI 2010.

The 10 revised full papers and 11 revised poster papers presented were
carefully reviewed and selected from 38 initial submissions. The papers
explore the use of modern image recognition technology in tasks such as
semantic anatomy parsing, automatic segmentation and quantification,
anomaly detection and categorization, data harvesting, semantic
navigation and visualization, data organization and clustering, and
general-purpose automatic understanding of medical images.

Keywords

3D imaging 3D shape modeling CT classification computer vision digital microscope discriminative training feature detection generalized hough transform graph cuts image analysis image registration machine learning neurosurgery object localization optimal model generation

Editors and affiliations

  • Bjoern Menze
    • 1
  • Georg Langs
    • 2
  • Zhuowen Tu
    • 3
  • Antonio Criminisi
    • 4
  1. 1.Computer Science and Artificial Intelligence LaboratoryMITUSA
  2. 2.CSAIL - Computer Science and Artificial Intelligence LaboratoryMITCambridgeUSA
  3. 3.Laboratory of NeuroimagingUniversity of CaliforniaLos Angeles
  4. 4.Machine Learning and Perception Group, Microsoft Research CambridgeUK

Bibliographic information

  • Copyright Information Springer Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-18420-8
  • Online ISBN 978-3-642-18421-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349