Image Processing, Computer Vision, Pattern Recognition, and Graphics

Machine Learning in Medical Imaging

Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011, Proceedings

Editors: Suzuki, K., Wang, F., Shen, D., Yan, P. (Eds.)

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About this book

This book constitutes the refereed proceedings of the Second International Workshop on Machine Learning in Medical Imaging, MLMI 2011, held in conjunction with MICCAI 2011, in Toronto, Canada, in September 2011. The 44 revised full papers presented were carefully reviewed and selected from 74 submissions. The papers focus on major trends in machine learning in medical imaging aiming to identify new cutting-edge techniques and their use in medical imaging.

Table of contents (44 chapters)

Table of contents (44 chapters)
  • Learning Statistical Correlation of Prostate Deformations for Fast Registration

    Pages 1-9

    Shi, Yonghong (et al.)

  • Automatic Segmentation of Vertebrae from Radiographs: A Sample-Driven Active Shape Model Approach

    Pages 10-17

    Mysling, Peter (et al.)

  • Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound Images

    Pages 18-25

    Masson-Sibut, Agnès (et al.)

  • Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults

    Pages 26-34

    Filipovych, Roman (et al.)

  • Automated Selection of Standardized Planes from Ultrasound Volume

    Pages 35-42

    Rahmatullah, Bahbibi (et al.)

Buy this book

eBook $59.99
price for USA in USD (gross)
  • ISBN 978-3-642-24319-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $74.99
price for USA in USD
  • ISBN 978-3-642-24318-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning in Medical Imaging
Book Subtitle
Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011, Proceedings
Editors
  • Kenji Suzuki
  • Fei Wang
  • Dinggang Shen
  • Pingkun Yan
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
7009
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag GmbH Berlin Heidelberg
eBook ISBN
978-3-642-24319-6
DOI
10.1007/978-3-642-24319-6
Softcover ISBN
978-3-642-24318-9
Edition Number
1
Number of Pages
XIII, 371
Topics