Mathematics and Visualization

Computational Diffusion MRI

International MICCAI Workshop, Granada, Spain, September 2018

Editors: Bonet-Carne, E., Grussu, F., Ning, L., Sepehrband, F., Tax, C.M.W. (Eds.)

Free Preview
  • Contributions on new important topics that are gaining momentum within the diffusion MRI community
  • Details new computational methods and estimation techniques for microstructure imaging and brain connectivity mapping
  • Features papers presented at the 2018 MICCAI Workshop on Computational Diffusion MRI (CDMRI’18) 
see more benefits

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-030-05831-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-05830-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This volume gathers papers presented at the Workshop on Computational Diffusion MRI (CDMRI’18), which was held under the auspices of the International Conference on Medical Image Computing and Computer Assisted Intervention in Granada, Spain on September 20, 2018. 
It presents the latest developments in the highly active and rapidly growing field of diffusion MRI. The reader will find papers on a broad range of topics, from the mathematical foundations of the diffusion process and signal generation, to new computational methods and estimation techniques for the in-vivo recovery of microstructural and connectivity features, as well as harmonisation and frontline applications in research and clinical practice. The respective papers constitute invited works from high-profile researchers with a specific focus on three topics that are now gaining momentum within the diffusion MRI community: i) machine learning for diffusion MRI; ii) diffusion MRI outside the brain (e.g. in the placenta); and iii) diffusion MRI for multimodal imaging. 
The book shares new perspectives on the latest research challenges for those currently working in the field, but also offers a valuable starting point for anyone interested in learning computational techniques in diffusion MRI. It includes rigorous mathematical derivations, a wealth of full-colour visualisations, and clinically relevant results. As such, it will be of interest to researchers and practitioners in the fields of computer science, MRI physics and applied mathematics alike. 

Table of contents (31 chapters)

Table of contents (31 chapters)
  • Towards Optimal Sampling in Diffusion MRI

    Pages 3-18

    Knutsson, Hans

  • Joint Image Reconstruction and Phase Corruption Maps Estimation in Multi-shot Echo Planar Imaging

    Pages 19-27

    Rabanillo, Iñaki (et al.)

  • Return-to-Axis Probability Calculation from Single-Shell Acquisitions

    Pages 29-41

    Aja-Fernández, Santiago (et al.)

  • A Novel Spatial-Angular Domain Regularisation Approach for Restoration of Diffusion MRI

    Pages 43-53

    Mella, Alessandro (et al.)

  • Dmipy, A Diffusion Microstructure Imaging Toolbox in Python to Improve Research Reproducibility

    Pages 55-67

    Alimi, Abib (et al.)

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-030-05831-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-05830-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Computational Diffusion MRI
Book Subtitle
International MICCAI Workshop, Granada, Spain, September 2018
Editors
  • Elisenda Bonet-Carne
  • Francesco Grussu
  • Lipeng Ning
  • Farshid Sepehrband
  • Chantal M. W. Tax
Series Title
Mathematics and Visualization
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-05831-9
DOI
10.1007/978-3-030-05831-9
Hardcover ISBN
978-3-030-05830-2
Series ISSN
1612-3786
Edition Number
1
Number of Pages
XII, 390
Number of Illustrations
17 b/w illustrations, 109 illustrations in colour
Topics