Boris Gutman

According to our database, Boris Gutman authored at least 64 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Morph-Transformer: A Deep Spatiotemporal Framework for Shape Analysis in Longitudinal Neuroimaging.

Yuji Zhao, Boris A. Gutman

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2022

Learning Interpretable Regularized Ordinal Models from 3D Mesh Data for Neurodegenerative Disease Staging.

Yuji Zhao, Max A. Laansma, Eva M. van Heese, Conor Owens-Walton, Laura M. Parkes, Ines Debove, Christian Rummel, Roland Wiest, Fernando Cendes, Rachel Guimaraes, Clarissa Lin Yasuda, Jiun-Jie Wang, Tim J. Anderson, John C. Dalrymple-Alford, Tracy R. Melzer, Toni L. Pitcher, Reinhold Schmidt, Petra Schwingenschuh, Gaëtan Garraux, Mario Rango, Letizia Squarcina, Sarah Al-Bachari, Hedley C. A. Emsley, Johannes C. Klein, Clare E. Mackay, Michiel F. Dirkx, Rick C. Helmich, Francesca Assogna, Fabrizio Piras, Joanna K. Bright, Gianfranco Spalletta, Kathleen Poston, Christine Lochner, Corey T. McMillan, Daniel Weintraub, Jason Druzgal, Benjamin Newman, Odile A. van den Heuvel, Neda Jahanshad, Paul M. Thompson, Ysbrand D. van der Werf, Boris Gutman

Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022

2021

Predicting future cognitive decline with hyperbolic stochastic coding.

Jie Zhang, Qunxi Dong, Jie Shi, Qingyang Li, Cynthia M. Stonnington, Boris A. Gutman, Kewei Chen, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang

Medical Image Anal., 2021

Spatially Adaptive Morphometric Knowledge Transfer Across Neurodegenerative Diseases.

Yuji Zhao, Anvar Kurmukov, Boris A. Gutman

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Optimizing Connectivity-Driven Brain Parcellation Using Ensemble Clustering.

Anvar Kurmukov, Ayagoz Mussabaeva, Yulia Denisova, Daniel Moyer, Neda Jahanshad, Paul M. Thompson, Boris A. Gutman

Brain Connect., 2020

Fed-BioMed: A General Open-Source Frontend Framework for Federated Learning in Healthcare.

Santiago Silva, André Altmann, Boris Gutman, Marco Lorenzi

Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020

2019

Multi-Site Meta-Analysis of Morphometry.

Neda Jahanshad, Joshua Faskowitz, Gennady V. Roshchupkin, Derrek P. Hibar, Boris A. Gutman, Nicholas J. Tustison, Hieab H. H. Adams, Wiro J. Niessen, Meike W. Vernooij, Mohammad Arfan Ikram, Marcel P. Zwiers, Alejandro Arias-Vasquez, Barbara Franke, Jennifer L. Kroll, Benson Mwangi, Jair C. Soares, Alex Ing, Sylvane Desrivières, Gunter Schumann, Narelle K. Hansell, Greig I. de Zubicaray, Katie L. McMahon, Nicholas G. Martin, Margaret J. Wright, Paul M. Thompson

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Diffeomorphic Metric Learning and Template Optimization for Registration-Based Predictive Models.

Ayagoz Mussabayeva, Maxim Pisov, Anvar Kurmukov, Alexey Kroshnin, Yulia Denisova, Li Shen, Shan Cong, Lei Wang, Boris Gutman

Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

Constraining Disease Progression Models Using Subject Specific Connectivity Priors.

Anvar Kurmukov, Yuji Zhao, Ayagoz Mussabaeva, Boris Gutman

Proceedings of the Connectomics in NeuroImaging - Third International Workshop, 2019

Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data.

Santiago Silva, Boris A. Gutman, Eduardo Romero, Paul M. Thompson, André Altmann, Marco Lorenzi

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Susceptibility of brain atrophy to <i>TRIB3</i> in Alzheimer's disease, evidence from functional prioritization in imaging genetics.

Marco Lorenzi, André Altmann, Boris Gutman, Selina Wray, Charles Arber, Derrek P. Hibar, Neda Jahanshad, Jonathan M. Schott, Daniel C. Alexander, Paul M. Thompson, Sébastien Ourselin

Proc. Natl. Acad. Sci. USA, 2018

Deep Learning for Quality Control of Subcortical Brain 3D Shape Models.

Dmitry Petrov, Boris A. Gutman, Egor Kuznetsov, Christopher R. K. Ching, Kathryn I. Alpert, Artemis Zavaliangos-Petropulu, Dmitry Isaev, Jessica A. Turner, Theo G. M. van Erp, Lei Wang, Lianne Schmaal, Dick J. Veltman, Paul M. Thompson

Proceedings of the Shape in Medical Imaging, 2018

Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms.

Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov, Yulia Denisova, Li Shen, Shan Cong, Lei Wang, Boris A. Gutman

Proceedings of the Shape in Medical Imaging, 2018

Connectivity-Driven Brain Parcellation via Consensus Clustering.

Anvar Kurmukov, Ayagoz Musabayeva, Yulia Denisova, Daniel Moyer, Boris Gutman

Proceedings of the Connectomics in NeuroImaging - Second International Workshop, 2018

2017

Machine learning on high dimensional shape data from subcortical brain surfaces: A comparison of feature selection and classification methods.

Benjamin S. C. Wade, Shantanu H. Joshi, Boris A. Gutman, Paul M. Thompson

Pattern Recognit., 2017

Continuous representations of brain connectivity using spatial point processes.

Daniel Moyer, Boris A. Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson

Medical Image Anal., 2017

Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification.

Dmitry Petrov, Alexander Ivanov, Joshua Faskowitz, Boris Gutman, Daniel Moyer, Julio Villalon, Neda Jahanshad, Paul M. Thompson

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.

Dmitry Petrov, Boris A. Gutman, Shih-Hua (Julie) Yu, Kathryn I. Alpert, Artemis Zavaliangos-Petropulu, Dmitry Isaev, Jessica A. Turner, Theo G. M. van Erp, Lei Wang, Lianne Schmaal, Dick J. Veltman, Paul M. Thompson

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Product Space Decompositions for Continuous Representations of Brain Connectivity.

Daniel Moyer, Boris A. Gutman, Neda Jahanshad, Paul M. Thompson

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Classifying Phenotypes Based on the Community Structure of Human Brain Networks.

Anvar Kurmukov, Marina Ananyeva, Yulia Dodonova, Boris Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson, Leonid Zhukov

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.

Benjamin S. C. Wade, Jing Sui, Stephanie Njau, Amber M. Leaver, Megha Vasvada, Boris A. Gutman, Paul M. Thompson, Randall Espinoza, Roger P. Woods, Christopher C. Abbott, Katherine L. Narr, Shantanu H. Joshi

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Structural connectome validation using pairwise classification.

Dmitry Petrov, Boris Gutman, Alexander Ivanov, Joshua Faskowitz, Neda Jahanshad, Mikhail Belyaev, Paul M. Thompson

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Approximating principal genetic components of subcortical shape.

Boris A. Gutman, Fabrizio Pizzagalli, Neda Jahanshad, Margaret J. Wright, Katie L. McMahon, Greig I. de Zubicaray, Paul M. Thompson

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex.

Daniel Moyer, Boris A. Gutman, Neda Jahanshad, Paul M. Thompson

Proceedings of the Information Processing in Medical Imaging, 2017

Simultaneous Matrix Diagonalization for Structural Brain Networks Classification.

Nikita Mokrov, Maxim Panov, Boris A. Gutman, Joshua I. Faskowitz, Neda Jahanshad, Paul M. Thompson

Proceedings of the Complex Networks & Their Applications VI, 2017

2016

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

Neil G. Harris, D. R. Verley, Boris A. Gutman, R. L. Sutton

NeuroImage, 2016

Proceedings of the Workshop on Brain Analysis using COnnectivity Networks - BACON 2016.

Sarah Parisot, Jonathan Passerat-Palmbach, Markus D. Schirmer, Boris Gutman

CoRR, 2016

An Empirical Study of Continuous Connectivity Degree Sequence Equivalents.

Daniel Moyer, Boris A. Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson

CoRR, 2016

Relative value of diverse brain MRI and blood-based biomarkers for predicting cognitive decline in the elderly.

Sarah K. Madsen, Greg Ver Steeg, Madelaine Daianu, Adam Mezher, Neda Jahanshad, Talia M. Nir, Xue Hua, Boris A. Gutman, Aram Galstyan, Paul M. Thompson

Proceedings of the Medical Imaging 2016: Image Processing, 2016

A Continuous Model of Cortical Connectivity.

Daniel Moyer, Boris A. Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson

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.

Jie Zhang, Jie Shi, Cynthia M. Stonnington, Qingyang Li, Boris A. Gutman, Kewei Chen, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang

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.

Wen Zhang, Jie Shi, Cynthia M. Stonnington, Robert J. Bauer, Boris A. Gutman, Kewei Chen, Paul M. Thompson, Eric M. Reiman, Richard J. Caselli, Yalin Wang

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.

Jie Zhang, Cynthia M. Stonnington, Qingyang Li, Jie Shi, Robert J. Bauer, Boris A. Gutman, Kewei Chen, Eric M. Reiman, Paul M. Thompson, Jieping Ye, Yalin Wang

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.

Marco Lorenzi, Boris Gutman, Derrek P. Hibar, André Altmann, Neda Jahanshad, Paul M. Thompson, Sébastien Ourselin

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.

Jie Shi, Cynthia M. Stonnington, Paul M. Thompson, Kewei Chen, Boris Gutman, Cole Reschke, Leslie C. Baxter, Eric M. Reiman, Richard J. Caselli, Yalin Wang

NeuroImage, 2015

A transformation similarity constraint for groupwise nonlinear registration in longitudinal neuroimaging studies.

Greg M. Fleishman, Boris A. Gutman, P. Thomas Fletcher, Paul M. Thompson

Proceedings of the Medical Imaging 2015: Image Processing, 2015

A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases.

Michelle Hromatka, Miaomiao Zhang, Greg M. Fleishman, Boris Gutman, Neda Jahanshad, Paul M. Thompson, P. Thomas Fletcher

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.

Sarah K. Madsen, Greg Ver Steeg, Adam Mezher, Neda Jahanshad, Talia M. Nir, Xue Hua, Boris A. Gutman, Aram Galstyan, Paul M. Thompson

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.

Boris A. Gutman, Neda Jahanshad, Christopher R. K. Ching, Yalin Wang, Peter V. Kochunov, Thomas E. Nichols, Paul M. Thompson

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

A Riemannian Framework for Intrinsic Comparison of Closed Genus-Zero Shapes.

Boris A. Gutman, P. Thomas Fletcher, Manuel Jorge Cardoso, Greg M. Fleishman, Marco Lorenzi, Paul M. Thompson, Sébastien Ourselin

Proceedings of the Information Processing in Medical Imaging, 2015

Simultaneous Longitudinal Registration with Group-Wise Similarity Prior.

Greg M. Fleishman, Boris A. Gutman, P. Thomas Fletcher, Paul M. Thompson

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.

Yan Jin, Yonggang Shi, Liang Zhan, Boris A. Gutman, Greig I. de Zubicaray, Katie L. McMahon, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson

NeuroImage, 2014

Registering Cortical Surfaces Based on Whole-Brain Structural Connectivity and Continuous Connectivity Analysis.

Boris Gutman, Cassandra D. Leonardo, Neda Jahanshad, Derrek P. Hibar, Kristian M. Eschenburg, Talia M. Nir, Julio Villalon, Paul M. Thompson

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

FragFlow Automated Fragment Detection in Scientific Workflows.

Daniel Garijo, Óscar Corcho, Yolanda Gil, Boris A. Gutman, Ivo D. Dinov, Paul M. Thompson, Arthur W. Toga

Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013

Shape Analysis Methods for 3D Brain and Skull Imaging.

Boris A. Gutman

PhD thesis, 2013

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

Jie Shi, Paul M. Thompson, Boris Gutman, Yalin Wang

NeuroImage, 2013

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

Xue Hua, Derrek P. Hibar, Christopher R. K. Ching, Christina P. Boyle, Priya Rajagopalan, Boris Gutman, Alex D. Leow, Arthur W. Toga, Clifford R. Jack Jr., Danielle J. Harvey, Michael W. Weiner, Paul M. Thompson

NeuroImage, 2013

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

Boris Gutman, Xue Hua, Priya Rajagopalan, Yi-Yu Chou, Yalin Wang, Igor Yanovsky, Arthur W. Toga, Clifford R. Jack Jr., Michael W. Weiner, Paul M. Thompson

NeuroImage, 2013

Mapping Dynamic Changes in Ventricular Volume onto Baseline Cortical Surfaces in Normal Aging, MCI, and Alzheimer's Disease.

Sarah K. Madsen, Boris Gutman, Shantanu H. Joshi, Arthur W. Toga, Clifford R. Jack Jr., Michael W. Weiner, Paul M. Thompson

Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

A Family of Fast Spherical Registration Algorithms for Cortical Shapes.

Boris A. Gutman, Sarah K. Madsen, Arthur W. Toga, Paul M. Thompson

Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

2012

Structural and functional neuroimaging phenotypes in dysbindin mutant mice.

Evan Lutkenhoff, Katherine H. Karlsgodt, Boris Gutman, Jason L. Stein, Paul M. Thompson, Tyrone D. Cannon, J. David Jentsch

NeuroImage, 2012

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms.

Daren Lee, Ivo D. Dinov, Bin Dong, Boris Gutman, Igor Yanovsky, Arthur W. Toga

Comput. Methods Programs Biomed., 2012

Robust Shape Correspondence via Spherical Patch Matching for Atlases of Partial Skull Models.

Boris Gutman, Ryan McComb, Jay Sung, Won Moon, Paul M. Thompson

Proceedings of the Mesh Processing in Medical Image Analysis 2012, 2012

Genetic influences on sulcal patterns of the brain.

Shantanu H. Joshi, Anand A. Joshi, Boris Gutman, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Paul M. Thompson

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.

Boris Gutman, Yalin Wang, Priya Rajagopalan, Arthur W. Toga, Paul M. Thompson

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.

Yalin Wang, Yang Song, Priya Rajagopalan, Tuo An, Krystal Liu, Yi-Yu Chou, Boris Gutman, Arthur W. Toga, Paul M. Thompson

NeuroImage, 2011

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

Eileen Luders, Paul M. Thompson, Katherine L. Narr, Alen Zamanyan, Yi-Yu Chou, Boris Gutman, Ivo D. Dinov, Arthur W. Toga

NeuroImage, 2011

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

Xue Hua, Boris Gutman, Christina P. Boyle, Priya Rajagopalan, Alex D. Leow, Igor Yanovsky, Anand R. Kumar, Arthur W. Toga, Clifford R. Jack Jr., Norbert Schuff, Gene E. Alexander, Kewei Chen, Eric Reiman, Michael W. Weiner, Paul M. Thompson

NeuroImage, 2011

2010

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

Yalin Wang, Jie Zhang, Boris Gutman, Tony F. Chan, James T. Becker, Howard Aizenstein, Oscar L. Lopez, Robert J. Tamburo, Arthur W. Toga, Paul M. Thompson

NeuroImage, 2010

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

Eileen Luders, Nicolas Cherbuin, Paul M. Thompson, Boris Gutman, Kaarin Anstey, Perminder S. Sachdev, Arthur W. Toga

NeuroImage, 2010

Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach.

Shantanu H. Joshi, Ryan P. Cabeen, Bo Sun, Anand A. Joshi, Boris Gutman, Alen Zamanyan, Shruthi Chakrapani, Ivo D. Dinov, Roger P. Woods, Arthur W. Toga

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.

Xue Hua, Suh Lee, Igor Yanovsky, Alex D. Leow, Yi-Yu Chou, April J. Ho, Boris Gutman, Arthur W. Toga, Clifford R. Jack Jr., Matt A. Bernstein, Eric Reiman, Danielle J. Harvey, John Kornak, Norbert Schuff, Gene E. Alexander, Michael W. Weiner, Paul M. Thompson

NeuroImage, 2009

2007

Hippocampal Surface Discrimination via Invariant Descriptors of Spherical Conformals Maps.

Boris Gutman, Yalin Wang, Lok Ming Lui, Tony F. Chan, Paul M. Thompson

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.

Boris Gutman, Yalin Wang, Lok Ming Lui, Tony F. Chan, Paul M. Thompson

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006