Modified geodesic ray-tracing for diffusion tensor imaging

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In this paper we develop a modified ray-tracing algorithm for geodesic tractography in the context of brain Diffusion Tensor Imaging (DTI). Our technique is based on computing multi-valued geodesics connecting two given points and tracking the evolution of adjacent geodesics. In order to do so we introduce a new Riemannian metric given by the adjugate sharpened diffusion tensor, combined with a constraint on the tracts outcome based on the geodesic deviation. We present tractography results, and compare our method with the existing ray-tracing approach and deterministic streamlining. Our preliminary results show an improved performance of modified ray-tracing regarding false positive fibers. We also show experiments on subcortical short association U-fibers, whose reconstruction is well-known to be hard in a DTI setting.
Originele taal-2Engels
TitelInternational Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 13-16 April 2016, Prague, Czech Republic
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Aantal pagina's5
ISBN van elektronische versie978-1-4799-2349-6
ISBN van geprinte versie978-1-4799-2350-2
StatusGepubliceerd - 2016
Evenement13th IEEE International Symposium on Biomedical Imaging (ISBI 2016) - Clarion Congress Hotel, Prague, Tsjechië
Duur: 13 apr 201616 apr 2016
Congresnummer: 13


Congres13th IEEE International Symposium on Biomedical Imaging (ISBI 2016)
Verkorte titelISBI 2016
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