Graph-based fibre tractography computing shortest paths between regions of interest

Niklas Kasenburg, Matthew George Liptrot, Karsten Borgwardt, Silas Nyboe Ørting, Mads Nielsen, Aasa Feragen

Publikation: KonferencebidragKonferenceabstrakt til konferenceForskning

Abstract

We present a novel, graph-based fibre tractography method, where the graph model can integrate any diffusion representation provided as an ODF. Tractography is performed by computing all possible shortest paths between regions of interest. For each path a confidence value is computed to assess its quality. Voxels are scored by the average value of paths they lie upon. Results for three different known tracts show the robustness of the method over five healthy subjects and a high overlap with tract atlases. The region based approach is especially useful for creating brain connectivity graphs while not suffering from path length dependencies.
OriginalsprogEngelsk
Publikationsdato2014
Antal sider1
StatusUdgivet - 2014
BegivenhedJoint Annual Meeting ISMRM-ESMRMB 2014: fashioning MR to improve global healthcare - Milano, Italien
Varighed: 10 maj 201416 maj 2014

Konference

KonferenceJoint Annual Meeting ISMRM-ESMRMB 2014
Land/OmrådeItalien
ByMilano
Periode10/05/201416/05/2014

Citationsformater