List of works - Mert R. Sabuncu

A Bayesian Algorithm for Image-Based Time-to-Event Prediction

A Cautionary Analysis of STAPLE Using Direct Inference of Segmentation Truth

A GENERATIVE MODEL FOR MULTI-ATLAS SEGMENTATION ACROSS MODALITIES.

scientific article published on January 2012

A Generative Model for Probabilistic Label Fusion of Multimodal Data

article

A Probabilistic, Non-parametric Framework for Inter-modality Label Fusion

scientific article published on 01 January 2013

A Robust Algorithm for Fiber-Bundle Atlas Construction

A Sparse Bayesian Learning Algorithm for Longitudinal Image Data

A Unified Framework for MR Based Disease Classification

A coding variant in CR1 interacts with APOE-ε4 to influence cognitive decline

scientific article published on 17 February 2012

A generative model for image segmentation based on label fusion

scientific article

A kernel machine method for detecting effects of interaction between multidimensional variable sets: an imaging genetics application

scientific article

A surface-based analysis of language lateralization and cortical asymmetry

scientific article published on 22 April 2013

A unified framework for cross-modality multi-atlas segmentation of brain MRI

scientific article published on 19 August 2013

A universal and efficient method to compute maps from image-based prediction models

An Improved Optimization Method for the Relevance Voxel Machine

article published in 2013

An algorithm for optimal fusion of atlases with different labeling protocols

scientific article

Analysis of Surfaces Using Constrained Regression Models

scientific article published in 2008

Asymmetric Image-Template Registration

Avoiding symmetry-breaking spatial non-uniformity in deformable image registration via a quasi-volume-preserving constraint

scientific article

Bayesian model reveals latent atrophy factors with dissociable cognitive trajectories in Alzheimer's disease

scientific article published on 04 October 2016

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

scientific article

Consistency Clustering: A Robust Algorithm for Group-wise Registration, Segmentation and Automatic Atlas Construction in Diffusion MRI.

scientific article published on January 2009

Corrigendum to “Event time analysis of longitudinal neuroimage data” [NeuroImage 97 (15 August 2014) 9–18]

scholarly article published in NeuroImage

Corrigendum to “Spatiotemporal linear mixed effects modeling for the mass-univariate analysis of longitudinal neuroimage data” [NeuroImage 81 (1 November 2013) 358–370]

scholarly article published in NeuroImage

Corrigendum to “Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models” [NeuroImage 66 (1 February 2013) 249–260]

scholarly article published in NeuroImage

Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models

scientific article published on 13 March 2019

Diffeomorphic functional brain surface alignment: Functional demons

scientific article published on 14 April 2017

Do Deep Neural Networks Outperform Kernel Regression for Functional Connectivity Prediction of Behavior?

Effects of registration regularization and atlas sharpness on segmentation accuracy

scientific article published on 19 June 2008

Event time analysis of longitudinal neuroimage data

scientific article

Example-Based Restoration of High-Resolution Magnetic Resonance Image Acquisitions

scientific article published on 01 January 2013

Function-based intersubject alignment of human cortical anatomy

scientific article

Genetic variation and neuroimaging measures in Alzheimer disease

scientific article

Genetic variation of oxidative phosphorylation genes in stroke and Alzheimer's disease

scientific article

Global Signal Regression Strengthens Association between Resting-State Functional Connectivity and Behavior

Guest editorial of the IJCARS MICCAI 2016 special issue

scientific article published on 25 July 2017

Heritability analysis with repeat measurements and its application to resting-state functional connectivity

scientific article published on 8 May 2017

Hierarchical Organization of Tau and Amyloid Deposits in the Cerebral Cortex

scientific article published on 30 May 2017

Identifying Shared Brain Networks in Individuals by Decoupling Functional and Anatomical Variability

scientific article published on September 2015

Image-driven population analysis through mixture modeling

scientific article

Image-driven population analysis through mixture modeling

Improved inference in Bayesian segmentation using Monte Carlo sampling: application to hippocampal subfield volumetry

scientific article

In Vivo Tau, Amyloid, and Gray Matter Profiles in the Aging Brain

scientific article published on July 2016

In vivo characterization of the early states of the amyloid-beta network

scientific article published on July 2013

Individual variability in functional connectivity architecture of the human brain

scientific article

Joint analysis of area and thickness as a replacement for the analysis of cortical volume

Joint modeling of imaging and genetics

scientific article published on January 2013

Learning task-optimal registration cost functions for localizing cytoarchitecture and function in the cerebral cortex

scientific article published on 07 June 2010

Massively expedited genome-wide heritability analysis (MEGHA).

scientific article

Measuring and comparing brain cortical surface area and other areal quantities

scientific article published on 15 March 2012

Medical Image Imputation from Image Collections

scholarly article by Adrian V Dalca et al published 22 August 2018 in IEEE Transactions on Medical Imaging

Mid-Space-Independent Symmetric Data Term for Pairwise Deformable Image Registration

Mid-space-independent deformable image registration

scientific article

Modeling anatomical heterogeneity in populations

Morphometricity as a measure of the neuroanatomical signature of a trait

scientific article published on 09 September 2016

Multi-atlas segmentation of biomedical images: A survey

scientific article

Multidimensional heritability analysis of neuroanatomical shape

scientific article

Network assemblies in the functional brain

scientific article

Neurobiological basis of head motion in brain imaging

scientific article published on 07 April 2014

On Feature Relevance in Image-Based Prediction Models: An Empirical Study

On removing interpolation and resampling artifacts in rigid image registration

scientific article

Phenome-wide heritability analysis of the UK Biobank

scientific article

Polygenic risk of Alzheimer disease is associated with early- and late-life processes

scientific article published on 6 July 2016

Population Based Image Imputation

scientific article published on 23 May 2017

Predicting response to motor therapy in chronic stroke patients using Machine Learning

scholarly article published 6 November 2018

Predictive Modeling of Anatomy with Genetic and Clinical Data

Preface

Probabilistic Modeling of Imaging, Genetics and Diagnosis

scientific article

Resting brain dynamics at different timescales capture distinct aspects of human behavior

scientific article published on 24 May 2019

Robust Atlas-Based Segmentation of Highly Variable Anatomy: Left Atrium Segmentation

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

scientific article

Selective disruption of the cerebral neocortex in Alzheimer's disease

scientific article

Spatiotemporal linear mixed effects modeling for the mass-univariate analysis of longitudinal neuroimage data

scientific article

Spherical demons: fast diffeomorphic landmark-free surface registration

scientific article

Spherical demons: fast surface registration

article by B. T. Thomas Yeo et al published 2008 in Lecture Notes in Computer Science

Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models

scientific article

Stepwise connectivity of the modal cortex reveals the multimodal organization of the human brain

scientific article (publication date: August 2012)

Supervised Nonparametric Image Parcellation

Task-optimal registration cost functions

Tau and amyloid β proteins distinctively associate to functional network changes in the aging brain

scientific article published on 30 March 2017

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

scientific article published on 01 January 2011

The association between a polygenic Alzheimer score and cortical thickness in clinically normal subjects

scientific article

The dynamics of cortical and hippocampal atrophy in Alzheimer disease

scientific article published on August 2011

The influence of head motion on intrinsic functional connectivity MRI

scientific article published on 23 July 2011

The organization of the human cerebral cortex estimated by intrinsic functional connectivity

scientific article (publication date: September 2011)

The relevance voxel machine (RVoxM): a self-tuning Bayesian model for informative image-based prediction

scientific article published on 19 September 2012

Using spanning graphs for efficient image registration

scientific article published in May 2008

What Data to Co-register for Computing Atlases

scientific article

List of works by Mert R. Sabuncu

A Bayesian Algorithm for Image-Based Time-to-Event Prediction

A Cautionary Analysis of STAPLE Using Direct Inference of Segmentation Truth

A GENERATIVE MODEL FOR MULTI-ATLAS SEGMENTATION ACROSS MODALITIES.

A Generative Model for Probabilistic Label Fusion of Multimodal Data

A Probabilistic, Non-parametric Framework for Inter-modality Label Fusion

A Robust Algorithm for Fiber-Bundle Atlas Construction

A Sparse Bayesian Learning Algorithm for Longitudinal Image Data

A Unified Framework for MR Based Disease Classification

A coding variant in CR1 interacts with APOE-ε4 to influence cognitive decline

A generative model for image segmentation based on label fusion

A kernel machine method for detecting effects of interaction between multidimensional variable sets: an imaging genetics application

A surface-based analysis of language lateralization and cortical asymmetry

A unified framework for cross-modality multi-atlas segmentation of brain MRI

A universal and efficient method to compute maps from image-based prediction models

An Improved Optimization Method for the Relevance Voxel Machine

An algorithm for optimal fusion of atlases with different labeling protocols

Analysis of Surfaces Using Constrained Regression Models

Asymmetric Image-Template Registration

Avoiding symmetry-breaking spatial non-uniformity in deformable image registration via a quasi-volume-preserving constraint

Bayesian model reveals latent atrophy factors with dissociable cognitive trajectories in Alzheimer's disease

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

Consistency Clustering: A Robust Algorithm for Group-wise Registration, Segmentation and Automatic Atlas Construction in Diffusion MRI.

Corrigendum to “Event time analysis of longitudinal neuroimage data” [NeuroImage 97 (15 August 2014) 9–18]

Corrigendum to “Spatiotemporal linear mixed effects modeling for the mass-univariate analysis of longitudinal neuroimage data” [NeuroImage 81 (1 November 2013) 358–370]

Corrigendum to “Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models” [NeuroImage 66 (1 February 2013) 249–260]

Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models

Diffeomorphic functional brain surface alignment: Functional demons

Do Deep Neural Networks Outperform Kernel Regression for Functional Connectivity Prediction of Behavior?

Effects of registration regularization and atlas sharpness on segmentation accuracy

Event time analysis of longitudinal neuroimage data

Example-Based Restoration of High-Resolution Magnetic Resonance Image Acquisitions

Function-based intersubject alignment of human cortical anatomy

Genetic variation and neuroimaging measures in Alzheimer disease

Genetic variation of oxidative phosphorylation genes in stroke and Alzheimer's disease

Global Signal Regression Strengthens Association between Resting-State Functional Connectivity and Behavior

Guest editorial of the IJCARS MICCAI 2016 special issue

Heritability analysis with repeat measurements and its application to resting-state functional connectivity

Hierarchical Organization of Tau and Amyloid Deposits in the Cerebral Cortex

Identifying Shared Brain Networks in Individuals by Decoupling Functional and Anatomical Variability

Image-driven population analysis through mixture modeling

Image-driven population analysis through mixture modeling

Improved inference in Bayesian segmentation using Monte Carlo sampling: application to hippocampal subfield volumetry

In Vivo Tau, Amyloid, and Gray Matter Profiles in the Aging Brain

In vivo characterization of the early states of the amyloid-beta network

Individual variability in functional connectivity architecture of the human brain

Joint analysis of area and thickness as a replacement for the analysis of cortical volume

Joint modeling of imaging and genetics

Learning task-optimal registration cost functions for localizing cytoarchitecture and function in the cerebral cortex

Massively expedited genome-wide heritability analysis (MEGHA).

Measuring and comparing brain cortical surface area and other areal quantities

Medical Image Imputation from Image Collections

Mid-Space-Independent Symmetric Data Term for Pairwise Deformable Image Registration

Mid-space-independent deformable image registration

Modeling anatomical heterogeneity in populations

Morphometricity as a measure of the neuroanatomical signature of a trait

Multi-atlas segmentation of biomedical images: A survey

Multidimensional heritability analysis of neuroanatomical shape

Network assemblies in the functional brain

Neurobiological basis of head motion in brain imaging

On Feature Relevance in Image-Based Prediction Models: An Empirical Study

On removing interpolation and resampling artifacts in rigid image registration

Phenome-wide heritability analysis of the UK Biobank

Polygenic risk of Alzheimer disease is associated with early- and late-life processes

Population Based Image Imputation

Predicting response to motor therapy in chronic stroke patients using Machine Learning

Predictive Modeling of Anatomy with Genetic and Clinical Data

Preface

Probabilistic Modeling of Imaging, Genetics and Diagnosis

Resting brain dynamics at different timescales capture distinct aspects of human behavior

Robust Atlas-Based Segmentation of Highly Variable Anatomy: Left Atrium Segmentation

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

Selective disruption of the cerebral neocortex in Alzheimer's disease

Spatiotemporal linear mixed effects modeling for the mass-univariate analysis of longitudinal neuroimage data

Spherical demons: fast diffeomorphic landmark-free surface registration

Spherical demons: fast surface registration

Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models

Stepwise connectivity of the modal cortex reveals the multimodal organization of the human brain

Supervised Nonparametric Image Parcellation

Task-optimal registration cost functions