AUTHORS: Villarreal Haro JL, Girard G, Thiran JP, Ramírez-Manzanares A

ISMRM & SMRT Annual Meeting, : , Online, May 2021


ABSTRACT

In this work, we study the effect of the reconstruction pipeline s on the reproducibility and sensitivity of the DW-MRI brain connectivity graphs. The brain database we analyze contains several scan repetitions that allow us to characterize the impact of different reconstruction pipeline parameters on the connectomes’ topology. We use a novel methodology to detect robust graph communities and show the level of reproducibility of the brain structure/biomarkers. Moreover, we proposed a tool to identify the less-robust graph nodes that suffer the effects of the reconstruction pipelines’ variability.

Download PDF


BibTex


Module: