Computational Diffusion MRI

MICCAI Workshop, Athens, Greece, October 2016

Andrea Fuster, Aurobrata Ghosh, Enrico Kaden , Yogesh Rathi

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English

Springer International Publishing AG
13 May 2017

Nuclear magnetic resonance (NMR & MRI); Combinatorics & graph theory; 3D graphics & modelling; Image processing

Series: Mathematics and Visualization

Summary
Details

This volume offers a valuable starting point for anyone interested in learning computational diffusion MRI and mathematical methods for brain connectivity, while also sharing new perspectives and insights on the latest research challenges for those currently working in the field.

Over the last decade, interest in diffusion MRI has virtually exploded. The technique provides unique insights into the microstructure of living tissue and enables in-vivo connectivity mapping of the brain. Computational techniques are key to the continued success and development of diffusion MRI and to its widespread transfer into the clinic, while new processing methods are essential to addressing issues at each stage of the diffusion MRI pipeline: acquisition, reconstruction, modeling and model fitting, image processing, fiber tracking, connectivity mapping, visualization, group studies and inference.

These papers from the 2016 MICCAI Workshop “Computational Diffusion MRI” – which was intended to provide a snapshot of the latest developments within the highly active and growing field of diffusion MR – cover a wide range of topics, from fundamental theoretical work on mathematical modeling, to the development and evaluation of robust algorithms and applications in neuroscientific studies and clinical practice. The contributions include rigorous mathematical derivations, a wealth of rich, full-color visualizations, and biologically or clinically relevant results. As such, they will be of interest to researchers and practitioners in the fields of computer science, MR physics, and applied mathematics.

Edited by: Andrea Fuster, Aurobrata Ghosh, Enrico Kaden, Yogesh Rathi, Marco Reisert
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Edition: 1st ed. 2017
Dimensions: Height: 235mm, Width: 155mm, Spine: 14mm
Weight: 4.616kg
ISBN: 9783319541297
ISBN 10: 3319541293
Series: Mathematics and Visualization
Pages: 212
Publication Date: 13 May 2017
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active