Boris A. Gutman

39 papers B 2Journal 12Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Scalable Modeling of Nonlinear Network Dynamics in Neurodegenerative Disease. LMID@MICCAI Daniel Semchin, Emile d'Angremont, Marco Lorenzi, Boris A. Gutman
2024	—	`conf`	Disease Progression Modelling and Stratification for Detecting Sub-trajectories in the Natural History of Pathologies: Application to Parkinson's Disease Trajectory Modelling. LDTM/MMMI/ML4MHD/ML-CDS@MICCAI Alessandro Viani, Boris A. Gutman, Emile d'Angremont, Marco Lorenzi
2024	—	`conf`	Morph-Transformer: A Deep Spatiotemporal Framework for Shape Analysis in Longitudinal Neuroimaging. ISBI Yuji Zhao, Boris A. Gutman
2021	J	`jnl`	Predicting Future Cognitive Decline with Hyperbolic Stochastic Coding. CoRR 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
2021	J	`jnl`	Predicting future cognitive decline with hyperbolic stochastic coding. Medical Image Anal. 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
2021	—	`conf`	Spatially Adaptive Morphometric Knowledge Transfer Across Neurodegenerative Diseases. ISBI Yuji Zhao, Anvar Kurmukov, Boris A. Gutman
2020	J	`jnl`	Optimizing Connectivity-Driven Brain Parcellation Using Ensemble Clustering. Brain Connect. Anvar Kurmukov, Ayagoz Mussabaeva, Yulia Denisova, Daniel Moyer, Neda Jahanshad, Paul M. Thompson, Boris A. Gutman
2019	—	`conf`	Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data. ISBI Santiago Silva, Boris A. Gutman, Eduardo Romero, Paul M. Thompson, André Altmann, Marco Lorenzi
2019	J	`jnl`	Multi-Site Meta-Analysis of Morphometry. IEEE ACM Trans. Comput. Biol. Bioinform. 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
2018	—	`conf`	Deep Learning for Quality Control of Subcortical Brain 3D Shape Models. ShapeMI@MICCAI 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
2018	—	`conf`	Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms. ShapeMI@MICCAI Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov, Yulia Denisova, Li Shen, Shan Cong, Lei Wang, Boris A. Gutman
2018	J	`jnl`	Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms. CoRR Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov, Yulia Dodonova, Li Shen, Shan Cong, Lei Wang, Boris A. Gutman
2017	—	`conf`	A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex. IPMI Daniel Moyer, Boris A. Gutman, Neda Jahanshad, Paul M. Thompson
2017	J	`jnl`	A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex. CoRR Daniel Moyer, Boris A. Gutman, Neda Jahanshad, Paul M. Thompson
2017	—	`conf`	Approximating principal genetic components of subcortical shape. ISBI Boris A. Gutman, Fabrizio Pizzagalli, Neda Jahanshad, Margaret J. Wright, Katie L. McMahon, Greig I. de Zubicaray, Paul M. Thompson
2017	J	`jnl`	Continuous representations of brain connectivity using spatial point processes. Medical Image Anal. Daniel Moyer, Boris A. Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson
2017	—	`conf`	Data-driven cluster selection for subcortical shape and cortical thickness predicts recovery from depressive symptoms. ISBI 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
2017	—	`conf`	Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging. MLMI@MICCAI 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
2017	J	`jnl`	Machine learning on high dimensional shape data from subcortical brain surfaces: A comparison of feature selection and classification methods. Pattern Recognit. Benjamin S. C. Wade, Shantanu H. Joshi, Boris A. Gutman, Paul M. Thompson
2017	—	`conf`	Product Space Decompositions for Continuous Representations of Brain Connectivity. MLMI@MICCAI Daniel Moyer, Boris A. Gutman, Neda Jahanshad, Paul M. Thompson
2017	—	`conf`	Simultaneous Matrix Diagonalization for Structural Brain Networks Classification. COMPLEX NETWORKS Nikita Mokrov, Maxim Panov, Boris A. Gutman, Joshua I. Faskowitz, Neda Jahanshad, Paul M. Thompson
2016	—	`conf`	A Continuous Model of Cortical Connectivity. MICCAI (1) Daniel Moyer, Boris A. Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson
2016	J	`jnl`	A Continuous Model of Cortical Connectivity. CoRR Daniel Moyer, Boris A. Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson
2016	J	`jnl`	An Empirical Study of Continuous Connectivity Degree Sequence Equivalents. CoRR Daniel Moyer, Boris A. Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson
2016	—	`conf`	Applying sparse coding to surface multivariate tensor-based morphometry to predict future cognitive decline. ISBI 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
2016	J	`jnl`	Bi-directional changes in fractional anisotropy after experiment TBI: Disorganization and reorganization? NeuroImage Neil G. Harris, D. R. Verley, Boris A. Gutman, R. L. Sutton
2016	—	`conf`	Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer's Disease in Mild Cognitive Impairment. MICCAI (1) 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
2016	—	`conf`	Morphometric analysis of hippocampus and lateral ventricle reveals regional difference between cognitively stable and declining persons. ISBI 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
2016	B	`conf`	Relative value of diverse brain MRI and blood-based biomarkers for predicting cognitive decline in the elderly. Image Processing 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
2015	—	`conf`	A Riemannian Framework for Intrinsic Comparison of Closed Genus-Zero Shapes. IPMI Boris A. Gutman, P. Thomas Fletcher, Manuel Jorge Cardoso, Greg M. Fleishman, Marco Lorenzi, Paul M. Thompson, Sébastien Ourselin
2015	B	`conf`	A transformation similarity constraint for groupwise nonlinear registration in longitudinal neuroimaging studies. Image Processing Greg M. Fleishman, Boris A. Gutman, P. Thomas Fletcher, Paul M. Thompson
2015	—	`conf`	Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly. ISBI Sarah K. Madsen, Greg Ver Steeg, Adam Mezher, Neda Jahanshad, Talia M. Nir, Xue Hua, Boris A. Gutman, Aram Galstyan, Paul M. Thompson
2015	—	`conf`	Machine Learning on High Dimensional Shape Data from Subcortical Brain Surfaces: A Comparison of Feature Selection and Classification Methods. MLMI Benjamin S. C. Wade, Shantanu H. Joshi, Boris A. Gutman, Paul M. Thompson
2015	—	`conf`	Medial demons registration localizes the degree of genetic influence over subcortical shape variability: An N= 1480 meta-analysis. ISBI Boris A. Gutman, Neda Jahanshad, Christopher R. K. Ching, Yalin Wang, Peter V. Kochunov, Thomas E. Nichols, Paul M. Thompson
2015	—	`conf`	Simultaneous Longitudinal Registration with Group-Wise Similarity Prior. IPMI Greg M. Fleishman, Boris A. Gutman, P. Thomas Fletcher, Paul M. Thompson
2014	J	`jnl`	Automatic clustering of white matter fibers in brain diffusion MRI with an application to genetics. NeuroImage 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
2014	—	`conf`	FragFlow Automated Fragment Detection in Scientific Workflows. eScience Daniel Garijo, Óscar Corcho, Yolanda Gil, Boris A. Gutman, Ivo D. Dinov, Paul M. Thompson, Arthur W. Toga
2013	—	`conf`	A Family of Fast Spherical Registration Algorithms for Cortical Shapes. MBIA Boris A. Gutman, Sarah K. Madsen, Arthur W. Toga, Paul M. Thompson
2013	—	`—`	Shape Analysis Methods for 3D Brain and Skull Imaging. Boris A. Gutman