Image Processing, Computer Vision, Pattern Recognition, and Graphics

Machine Learning for Medical Image Reconstruction

First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings

Editors: Knoll, Florian, Maier, Andreas, Rueckert, Daniel (Eds.)

Free Preview

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-00129-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-030-00128-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the refereed proceedings of the First International Workshop on Machine Learning for Medical Reconstruction, MLMIR 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018.

The 17 full papers presented were carefully reviewed and selected from 21 submissions. The papers are organized in the following topical sections: deep learning for magnetic resonance imaging; deep learning for computed tomography, and deep learning for general image reconstruction.

Table of contents (17 chapters)

Table of contents (17 chapters)
  • Deep Learning Super-Resolution Enables Rapid Simultaneous Morphological and Quantitative Magnetic Resonance Imaging

    Chaudhari, Akshay (et al.)

    Pages 3-11

  • ETER-net: End to End MR Image Reconstruction Using Recurrent Neural Network

    Oh, Changheun (et al.)

    Pages 12-20

  • Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction

    Oksuz, Ilkay (et al.)

    Pages 21-29

  • Complex Fully Convolutional Neural Networks for MR Image Reconstruction

    Dedmari, Muneer Ahmad (et al.)

    Pages 30-38

  • Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks

    Balsiger, Fabian (et al.)

    Pages 39-46

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-00129-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-030-00128-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Machine Learning for Medical Image Reconstruction
Book Subtitle
First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings
Editors
  • Florian Knoll
  • Andreas Maier
  • Daniel Rueckert
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11074
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-00129-2
DOI
10.1007/978-3-030-00129-2
Softcover ISBN
978-3-030-00128-5
Edition Number
1
Number of Pages
X, 158
Number of Illustrations
67 b/w illustrations
Topics