Boris Gutman

According to our database1, Boris Gutman authored at least 53 papers between 2006 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Susceptibility of brain atrophy to TRIB3 in Alzheimer's disease, evidence from functional prioritization in imaging genetics.
Proc. Natl. Acad. Sci. U.S.A., 2018

Deep Learning for Quality Control of Subcortical Brain 3D Shape Models.
Proceedings of the Shape in Medical Imaging, 2018

Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms.
Proceedings of the Shape in Medical Imaging, 2018

Connectivity-Driven Brain Parcellation via Consensus Clustering.
Proceedings of the Connectomics in NeuroImaging - Second International Workshop, 2018

2017
Continuous representations of brain connectivity using spatial point processes.
Medical Image Analysis, 2017

Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Product Space Decompositions for Continuous Representations of Brain Connectivity.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Classifying Phenotypes Based on the Community Structure of Human Brain Networks.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Data-driven cluster selection for subcortical shape and cortical thickness predicts recovery from depressive symptoms.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Structural connectome validation using pairwise classification.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Approximating principal genetic components of subcortical shape.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex.
Proceedings of the Information Processing in Medical Imaging, 2017

Simultaneous Matrix Diagonalization for Structural Brain Networks Classification.
Proceedings of the Complex Networks & Their Applications VI, 2017

2016
Bi-directional changes in fractional anisotropy after experiment TBI: Disorganization and reorganization?
NeuroImage, 2016

Relative value of diverse brain MRI and blood-based biomarkers for predicting cognitive decline in the elderly.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

A Continuous Model of Cortical Connectivity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer's Disease in Mild Cognitive Impairment.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Morphometric analysis of hippocampus and lateral ventricle reveals regional difference between cognitively stable and declining persons.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Applying sparse coding to surface multivariate tensor-based morphometry to predict future cognitive decline.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Studying ventricular abnormalities in mild cognitive impairment with hyperbolic Ricci flow and tensor-based morphometry.
NeuroImage, 2015

A transformation similarity constraint for groupwise nonlinear registration in longitudinal neuroimaging studies.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Machine Learning on High Dimensional Shape Data from Subcortical Brain Surfaces: A Comparison of Feature Selection and Classification Methods.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Medial demons registration localizes the degree of genetic influence over subcortical shape variability: An N= 1480 meta-analysis.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

A Riemannian Framework for Intrinsic Comparison of Closed Genus-Zero Shapes.
Proceedings of the Information Processing in Medical Imaging, 2015

Simultaneous Longitudinal Registration with Group-Wise Similarity Prior.
Proceedings of the Information Processing in Medical Imaging, 2015

2014
Automatic clustering of white matter fibers in brain diffusion MRI with an application to genetics.
NeuroImage, 2014

Registering Cortical Surfaces Based on Whole-Brain Structural Connectivity and Continuous Connectivity Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

FragFlow Automated Fragment Detection in Scientific Workflows.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013
Shape Analysis Methods for 3D Brain and Skull Imaging.
PhD thesis, 2013

Surface fluid registration of conformal representation: Application to detect disease burden and genetic influence on hippocampus.
NeuroImage, 2013

Unbiased tensor-based morphometry: Improved robustness and sample size estimates for Alzheimer's disease clinical trials.
NeuroImage, 2013

Maximizing power to track Alzheimer's disease and MCI progression by LDA-based weighting of longitudinal ventricular surface features.
NeuroImage, 2013

Mapping Dynamic Changes in Ventricular Volume onto Baseline Cortical Surfaces in Normal Aging, MCI, and Alzheimer's Disease.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

A Family of Fast Spherical Registration Algorithms for Cortical Shapes.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

2012
Structural and functional neuroimaging phenotypes in dysbindin mutant mice.
NeuroImage, 2012

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms.
Computer Methods and Programs in Biomedicine, 2012

Robust Shape Correspondence via Spherical Patch Matching for Atlases of Partial Skull Models.
Proceedings of the Mesh Processing in Medical Image Analysis 2012, 2012

Genetic influences on sulcal patterns of the brain.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Shape matching with medial curves and 1-D group-wise registration.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Surface-based TBM boosts power to detect disease effects on the brain: An N = 804 ADNI study.
NeuroImage, 2011

The link between callosal thickness and intelligence in healthy children and adolescents.
NeuroImage, 2011

Accurate measurement of brain changes in longitudinal MRI scans using tensor-based morphometry.
NeuroImage, 2011

2010
Multivariate tensor-based morphometry on surfaces: Application to mapping ventricular abnormalities in HIV/AIDS.
NeuroImage, 2010

When more is less: Associations between corpus callosum size and handedness lateralization.
NeuroImage, 2010

Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: An ADNI study of 515 subjects.
NeuroImage, 2009

2007
Hippocampal Surface Discrimination via Invariant Descriptors of Spherical Conformals Maps.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006
Hippocampal Surface Analysis Using Spherical Harmonic Function Applied to Surface Conformal Mapping.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006


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