Publications

This is a select list of publications.

For a complete list, please check Mert’s google scholar profile.

The SabLab Journal Club (where we read papers from others) wiki is here.

Posting of copies of papers is intended for educational purposes only and adherence to copyright laws is assumed.

* indicates equal contribution.

  • Heritability analysis with repeat measurements and its application to resting-state functional connectivity. T Ge, AJ Holmes, RL Buckner, JW Smoller*, and MR Sabuncu. Proceedings of the National Academy of Sciences, 2017. [journal link] [pre-print]
  • Phenome-wide heritability analysis of the UK Biobank. T Ge, CY Chen, BM Neale, MR Sabuncu*, and JW Smoller*. PLoS genetics, 2017. [journal link]
  • Morphometricity as a measure of the neuroanatomical signature of a trait. MR Sabuncu, T Ge,  AJ Holmes, JW Smoller, RL Buckner, and B Fischl. Proceedings of the National Academy of Sciences, 2016. [journal link]
  • Multidimensional heritability analysis of neuroanatomical shape. T Ge, M Reuter, AM Winkler, AJ Holmes, PH Lee, LS Tirrell, JL Roffman, RL Buckner, JW Smoller*, and MR Sabuncu*. Nature Communications, 2016. [journal link]
  • Polygenic risk of Alzheimer disease is associated with early-and late-life processes. EC Mormino, RA Sperling, AJ Holmes, RL Buckner, PL De Jager, JW Smoller, and MR Sabuncu.  Neurology, 87(5), pp.481-488. 2016. [journal link]
  • Probabilistic Modeling of Imaging, Genetics and Diagnosis. NK Batmanghelich, A Dalca, G Quon, MR Sabuncu, and Polina Golland. IEEE Transactions on Medical Imaging, vol. 35, no. 7, 2016. [journal link]
  • Bayesian model reveals latent atrophy factors with dissociable cognitive trajectories in Alzheimer’s disease. X Zhang, EC Mormino, N Sun, RA Sperling, MR Sabuncu, and BTT. Yeo.  Proceedings of the National Academy of Sciences, 2016. [journal link]
  • 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*, and JW Smoller*. Proceedings of the National Academy of Sciences. 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]
  • 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]

  • 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]