… Sabuncu b … For example, it has been observed that atlas selection can improve the accuracy
of majority voting (Aljabar et al., 2007), but is less critical for weighted fusion (Sabuncu et al., …

Abstract Machine learning techniques have gained prominence for the analysis of resting-state
functional Magnetic Resonance Imaging (rs-fMRI) data. Here, we present an overview of …

… of temporopolar and orbital frontal regions that are affected by MR susceptibility. Since
MR susceptibility spatially distorts the MR signal and reduces SNR, there is uncertainty in the …

Functional connectivity MRI (fcMRI) has been widely applied to explore group and individual
differences. A confounding factor is head motion. Children move more than adults, older …

… Throughout this study, we use the example of registering 3D MR brain scans. However, our
method … Guttag, and MR Sabuncu, “Unsupervised learning for fast probabilistic diffeomorphic …

The fact that people think or behave differently from one another is rooted in individual
differences in brain anatomy and connectivity. Here, we used repeated-measurement resting-…

… Throughout this paper, we use the example of registering 3D MR brain scans. However,
our method is broadly applicable to registration tasks, both within and beyond the …

… MR Sabuncu and BTT Yeo contributed equally to this work. … paper focuses on magnetic
resonance (MR) imaging of the brain. … Early MR segmentation algorithms mainly dealt with the …

… Mert R Sabuncu , Mert R Sabuncu … Ru Kong, Jingwei Li, Csaba Orban, Mert R Sabuncu,
Hesheng Liu, Alexander Schaefer, Nanbo Sun, Xi-Nian Zuo, Avram J Holmes, Simon B Eickhoff, …

… Example MR slices of input moving image, atlas, and resulting warped image for our method
and ANTs, with overlaid boundaries of ventricles, thalami and hippocampi. Our resulting …