Fuzzy fibers: uncertainty in dMRI tractography

Thomas Schultz, Anna Vilanova, Ralph Brecheisen, Gordon Kindlmann

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureHoofdstukAcademicpeer review

6 Citaten (Scopus)

Samenvatting

Fiber tracking based on diffusion weighted Magnetic Resonance Imaging (dMRI) allows for noninvasive reconstruction of fiber bundles in the human brain. In this chapter, we discuss sources of error and uncertainty in this technique, and review strategies that afford a more reliable interpretation of the results. This includes methods for computing and rendering probabilistic tractograms, which estimate precision in the face of measurement noise and artifacts. However, we also address aspects that have received less attention so far, such as model selection, partial voluming, and the impact of parameters, both in preprocessing and in fiber tracking itself. We conclude by giving impulses for future research.

Originele taal-2Engels
TitelScientific visualization
Subtiteluncertainty, multifield, biomedical, and scalable visualization
RedacteurenCharles D. Hansen, Min Chen, Christopher R. Johnson, Arie E. Kaufman, Hans Hagen
Plaats van productieLondon
UitgeverijSpringer
Hoofdstuk8
Pagina's79-92
Aantal pagina's14
ISBN van elektronische versie978-1-4471-6497-5
ISBN van geprinte versie978-1-4471-6496-8
DOI's
StatusGepubliceerd - 1 jan 2014

Publicatie series

NaamMathematics and Visualization
ISSN van geprinte versie1612-3786

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