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2019 | OriginalPaper | Buchkapitel

Brain Connectivity Measures via Direct Sub-Finslerian Front Propagation on the 5D Sphere Bundle of Positions and Directions

verfasst von : Jorg Portegies, Stephan Meesters, Pauly Ossenblok, Andrea Fuster, Luc Florack, Remco Duits

Erschienen in: Computational Diffusion MRI

Verlag: Springer International Publishing

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Abstract

We propose a novel connectivity measure between brain regions using diffusion-weighted MRI. This connectivity measure is based on optimal sub-Finslerian geodesic front propagation on the 5D base manifold of (3D) positions and (2D) directions, the so-called sphere bundle. The advantage over spatial front propagations is that it prevents leakage at omnipresent crossings. Our optimal fronts on the sphere bundle are geodesically equidistant w.r.t. an asymmetric Finsler metric, and can be computed with existing anisotropic fast-marching methods. Comparisons to ground truth connectivities provided by the ISBI-HARDI challenge reveal promising results, both quantitatively and qualitatively. We also apply the connectivity measures to real data from the Human Connectome Project.

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Nächstes Kapitel Inference of an Extended Short Fiber Bundle Atlas Using Sulcus-Based Constraints for a Diffeomorphic Inter-subject Alignment

‘Quasi’ pertains to its asymmetrical nature.

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Titel: Brain Connectivity Measures via Direct Sub-Finslerian Front Propagation on the 5D Sphere Bundle of Positions and Directions
verfasst von: Jorg Portegies
Stephan Meesters
Pauly Ossenblok
Andrea Fuster
Luc Florack
Remco Duits
Verlag: Springer International Publishing
Buch: Computational Diffusion MRI
Print ISBN: 978-3-030-05830-2

Electronic ISBN: 978-3-030-05831-9

Copyright-Jahr: 2019
DOI: https://doi.org/10.1007/978-3-030-05831-9_24

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