SELECT PUBLICATIONS
For a complete list, please check my google scholar profile.
Posting of copies of papers is intended for educational purposes only and adherence to copyright laws is assumed.
* indicates equal contribution.
Multi-atlas segmentation of biomedical images: A survey, JE Iglesias and MR Sabuncu. Medical Image Analysis, 2015. [pdf]
A kernel machine method for detecting effects of interaction between multidimensional variable sets: An imaging genetics application. T Ge, TE Nichols, D Ghosh, EC Mormino, JW Smoller*, and MR Sabuncu*. Neuroimage, 2015. [pdf]
Massively expedited genome-wide heritability analysis (MEGHA). T Ge, TE Nichols, PH Lee, AJ Holmes, JL Roffman, RL Buckner, MR Sabuncu*, JW Smoller*. PNAS. 2015. [pdf]
Clinical prediction from structural brain MRI scans: a large-scale empirical study. MR Sabuncu and E Konukoglu. Neuroinformatics, 2015. [pdf]
A Universal and Efficient Method to Compute Maps from Image-based Prediction Models. MR Sabuncu International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014. [pdf]
Event Time Analysis of Longitudinal Neuroimage Data. MR Sabuncu, JL Bernal-Rusiel, M Reuter, DN Greve, and B Fischl. NeuroImage, 2014. [pdf]
Neurobiological basis of head motion in brain imaging. L-L Zeng, D Wang, MD Fox, MR Sabuncu, D Hu, M Ge, RL Buckner, and H Liu. PNAS, 2014. [pdf]
Spatiotemporal Linear Mixed Effects Modeling for the Mass-univariate Analysis of Longitudinal Neuroimage Data. JL Bernal-Rusiel, M Reuter, DN Greve, B Fischl, and MR Sabuncu. NeuroImage, 2014. [pdf]
Statistical Analysis of Longitudinal Neuroimage Data with Linear Mixed Effects Models. JL Bernal-Rusiel, DN Greve, M Reuter, B Fischl, and MR Sabuncu. NeuroImage, 2014. [pdf]
The Relevance Voxel Machine (RVoxM): A Self-tuning Bayesian Model for Informative Image-based Prediction. MR Sabuncu and K Van Leemput. IEEE Transactions on Medical Imaging (TMI), 2012. [pdf]
Stepwise Connectivity of the Modal Cortex Reveals the Multimodal Organization of the Human Brain. J Sepulcre, MR Sabuncu, TB Yeo, H Liu, and KA Johnson. The Journal of Neuroscience, 2012. [page]
Measuring and comparing brain cortical surface area and other areal quantities. AM Winkler, MR Sabuncu, BT Yeo, B Fischl, DN Greve, P Kochunov, TE Nichols, J Blangero, DC Glahn. NeuroImage, 2012. [page]
Network assemblies in the functional brain. J Sepulcre, MR Sabuncu, KA Johnson. Current Opinion in Neurology, 25(4), 2012. [page]
The association between a polygenic Alzheimer's score and cortical thickness in clinically normal subject. MR Sabuncu, RL Buckner, JW Smoller, P Hyoun Lee, B Fischl, and RA Sperling. Cerebral Cortex, 2012. [pdf]
The Influence of Head Motion on Intrinsic Functional Connectivity MRI. KRA Van Dijk, MR Sabuncu, and RL Buckner. NeuroImage, 2012. [pdf]
The dynamics of cortical and hippocampal atrophy in Alzheimer’s disease. MR Sabuncu, RS Desikan, J Sepulcre, BTT Yeo, H Liu, NJ Schmansky, M Reuter, MW Weiner, RL Buckner, RA Sperling, and B. Fischl Archives of Neurology, 2011. [pdf]
A Generative Model for Image Segmentation Based on Label Fusion. MR Sabuncu, BTT Yeo, K Van Leemput, B Fischl, and P Golland. IEEE Transactions on Medical Imaging, 2010. [pdf]
Image-driven Population Analysis through Mixture-Modeling. MR Sabuncu, SK Balci, ME Shenton and P Golland. IEEE Transactions on Medical Imaging, 2009. [pdf]
Function-based inter-subject alignment of the cortical anatomy. MR Sabuncu, BD Singer, B Conroy, RE Bryan, PJ Ramadge and JV Haxby. Cerebral Cortex, 2010. [pdf]
Using Spanning Graphs for Efficient Image Registration.MR Sabuncu, and PJ Ramadge. IEEE Transactions on Image Processing, 2008. [pdf]