A Sparse Bayesian Learning Algorithm for Longitudinal Image Data

par Sabuncu, Mert R.
Publié dans Med Image Comput Comput Assist Interv (2015)

Clinical prediction from structural brain MRI scans: A large-scale empirical study

par Sabuncu, Mert R., Konukoglu, Ender
Publié dans Neuroinformatics (2015)

A Bayesian Disease Progression Model for Clinical Trajectories

par Zhu, Yingying, Sabuncu, Mert R.
Publié dans Graphs Biomed Image Anal Integr Med Imaging Nonimaging Modalities (2018) (2018)

A Unified Framework for MR Based Disease Classification

par Pohl, Kilian M., Sabuncu, Mert R.
Publié 2009

The Relevance Voxel Machine (RVoxM): A Bayesian Method for Image-based Prediction

par Sabuncu, Mert R., Leemput, Koen Van
Publié 2011

The Relevance Voxel Machine (RVoxM): A Self-tuning Bayesian Model for Informative Image-based Prediction

par Sabuncu, Mert R., Van Leemput, Koen
Publié 2012

Multi-Atlas Segmentation of Biomedical Images: A Survey

par Iglesias, Juan Eugenio, Sabuncu, Mert R.
Publié dans Med Image Anal (2015)

A CONVOLUTIONAL AUTOENCODER APPROACH TO LEARN VOLUMETRIC SHAPE REPRESENTATIONS FOR BRAIN STRUCTURES

par Yu, Evan M., Sabuncu, Mert R.
Publié dans Proc IEEE Int Symp Biomed Imaging (2019)

Discovering Modes of an Image Population through Mixture Modeling

par Sabuncu, Mert R., Balci, Serdar K., Golland, Polina
Publié 2008

Network Assemblies in the Functional Brain

par Sepulcre, Jorge, Sabuncu, Mert R., Johnson, Keith A.
Publié 2012

Avoiding Symmetry-Breaking Spatial Non-Uniformity in Deformable Image Registration via a Quasi-Volume-Preserving Constraint

par Aganj, Iman, Reuter, Martin, Sabuncu, Mert R., Fischl, Bruce
Publié dans Neuroimage (2014)

SYMMETRIC NON-RIGID IMAGE REGISTRATION VIA AN ADAPTIVE QUASI-VOLUME-PRESERVING CONSTRAINT

par Aganj, Iman, Reuter, Martin, Sabuncu, Mert R., Fischl, Bruce
Publié dans Proc IEEE Int Symp Biomed Imaging (2013)

Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction

par Khosla, Meenakshi, Jamison, Keith, Kuceyeski, Amy, Sabuncu, Mert R.
Publié dans Neuroimage (2019)

Predictive Modeling of Anatomy with Genetic and Clinical Data

par Dalca, Adrian V., Sridharan, Ramesh, Sabuncu, Mert R., Golland, Polina
Publié dans Med Image Comput Comput Assist Interv (2015)

Sex classification using long‐range temporal dependence of resting‐state functional MRI time series

par Dhamala, Elvisha, Jamison, Keith W., Sabuncu, Mert R., Kuceyeski, Amy
Publié dans Hum Brain Mapp (2020)

Image-driven Population Analysis through Mixture Modeling

par Sabuncu, Mert R., Balci, Serdar K., Shenton, Martha E., Golland, Polina
Publié 2009

The Influence of Head Motion on Intrinsic Functional Connectivity MRI

par Van Dijk, Koene R.A., Sabuncu, Mert R., Buckner, Randy L.
Publié 2011

On Removing Interpolation and Resampling Artifacts in Rigid Image Registration

par Aganj, Iman, Yeo, Boon Thye Thomas, Sabuncu, Mert R., Fischl, Bruce
Publié 2012

Joint Modeling of Imaging and Genetics

par Batmanghelich, Nematollah K., Dalca, Adrian V., Sabuncu, Mert R., Golland, Polina
Publié 2013

Effects of Registration Regularization and Atlas Sharpness on Segmentation Accuracy

par Thomas Yeo, B.T., Sabuncu, Mert R., Desikan, Rahul, Fischl, Bruce, Golland, Polina
Publié 2008