SMART: A Flexible, Interpretable, and Scalable Spatio-temporal Brain Atlas from High-Resolution Imaging Data.

Boris Gutman Boris A. Gutman https://orcid.org/0000-0001-5388-897X https://www.wikidata.org/entity/Q57000401

John Kalkhof Boris Gutman Emile d'Angremont Daniel C. Alexander Marco Lorenzi SMART: A Flexible, Interpretable, and Scalable Spatio-temporal Brain Atlas from High-Resolution Imaging Data. 2026 June abs/2606.18753 CoRR https://doi.org/10.48550/arXiv.2606.18753 db/journals/corr/corr2606.html#abs-2606-18753 streams/journals/corr

Daniel Semchin Emile d'Angremont Marco Lorenzi Boris A. Gutman Scalable Modeling of Nonlinear Network Dynamics in Neurodegenerative Disease. LMID@MICCAI 2025 113-124 conf/miccai/2025lmid https://doi.org/10.1007/978-3-032-16128-4_11 db/conf/miccai/lmid2025.html#SemchindLG25 streams/conf/miccai Yanghee Im Leila Nabulsi Melody J. Y. Kang Sophia I. Thomopoulos Ana M. Diaz Zuluaga Anders M. Dale Andriana Karuk Annabella Di Giorgio Benson Mwangi Boris Gutman Bronwyn Overs Carlos López Jaramillo Colm McDonald Dan J. Stein Dara M. Cannon David C. Glahn Diego Hidalgo-Mazzei Diliana Pecheva Dominik Grotegerd Edith Pomarol-Clotet Eduard Vieta Emilie Olie Enric Vilajosana Chertó Fabio Sambataro Fleur Howells Freda Scheffler Geraldo Busatto Gerard Anmella Giovana B. Zunta-Soares Gloria M. P. Roberts Henk Temmingh Ian H. Gotlib Ingrid Agartz Jair C. Soares James A. Karantonis James Prisciandaro Janice M. Fullerton Joaquim Radua Jonathan Savitz Josselin Houenou Kang Sim Kenichiro Harada Klaus Berger Koji Matsuo Lakshmi Yatham Lars Tjelta Westlye Lisa Eyler Lisa Furlong Luisa Klahn Marco Hermesdorf Marcus V. Zanetti Matthew Kempton Matthew D. Sacchet Mikael Landen Mon-Ju Wu Pedro Rosa Philip Mitchell Pravesh Parekh Raymond Salvador Rayus Kuplicki Salvador Sarró Susan Rossell Tamsyn Van Rheenen Theodore Satterthwaite Tilo Kircher Tomas Hajek Udo Dannlowski Xavier Caseras Yuji Zhao Ole A. Andreassen Paul M. Thompson Christopher R. K. Ching A Scalable Toolkit for Modeling 3D Surface-Based Brain Geometry. 232-246 2025 ShapeMI@MICCAI https://doi.org/10.1007/978-3-032-06774-6_18 conf/miccai/2025shapemi db/conf/miccai/shapemi2025.html#ImNKTZDKGMGOJMSCGHPGPVO25 streams/conf/miccai Yuji Zhao Boris A. Gutman Morph-Transformer: A Deep Spatiotemporal Framework for Shape Analysis in Longitudinal Neuroimaging. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635519 conf/isbi/2024 db/conf/isbi/isbi2024.html#ZhaoG24 streams/conf/isbi Alessandro Viani Boris A. Gutman Emile d'Angremont Marco Lorenzi Disease Progression Modelling and Stratification for Detecting Sub-trajectories in the Natural History of Pathologies: Application to Parkinson's Disease Trajectory Modelling. 3-14 2024 LDTM/MMMI/ML4MHD/ML-CDS@MICCAI https://doi.org/10.1007/978-3-031-84525-3_1 conf/miccai/2024ldtm db/conf/miccai/ldtm2024.html#VianiGdL24 streams/conf/miccai 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 Learning Interpretable Regularized Ordinal Models from 3D Mesh Data for Neurodegenerative Disease Staging. 115-124 2022 MLCN@MICCAI https://doi.org/10.1007/978-3-031-17899-3_12 https://www.wikidata.org/entity/Q124047597 conf/miccai/2022mlcn db/conf/miccai/mlcn2022.html#ZhaoLHOPDRWCGYW22

Jie Zhang 0026 Qunxi Dong Jie Shi 0001 Qingyang Li 0001 Cynthia M. Stonnington Boris A. Gutman Kewei Chen 0001 Eric M. Reiman Richard J. Caselli Paul M. Thompson Jieping Ye Yalin Wang 0001 Predicting future cognitive decline with hyperbolic stochastic coding. 102009 2021 70 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102009 https://www.wikidata.org/entity/Q115568907 db/journals/mia/mia70.html#0026DSLSG0RCTY021

Yuji Zhao Anvar Kurmukov Boris A. Gutman Spatially Adaptive Morphometric Knowledge Transfer Across Neurodegenerative Diseases. 845-849 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9434026 conf/isbi/2021 db/conf/isbi/isbi2021.html#ZhaoKG21

Jie Zhang 0026 Qunxi Dong Jie Shi 0001 Qingyang Li 0001 Cynthia M. Stonnington Boris A. Gutman Kewei Chen 0001 Eric M. Reiman Richard J. Caselli Paul M. Thompson Jieping Ye Yalin Wang 0001 Predicting Future Cognitive Decline with Hyperbolic Stochastic Coding. 2021 abs/2102.10503 CoRR https://arxiv.org/abs/2102.10503 db/journals/corr/corr2102.html#abs-2102-10503

Anvar Kurmukov Ayagoz Mussabaeva Yulia Denisova Daniel Moyer Neda Jahanshad Paul M. Thompson Boris A. Gutman Optimizing Connectivity-Driven Brain Parcellation Using Ensemble Clustering. 183-194 2020 10 Brain Connect. 4 https://doi.org/10.1089/brain.2019.0722 https://www.wikidata.org/entity/Q91702644 db/journals/brain/brain10.html#KurmukovMDMJTG20

Santiago Silva 0001 André Altmann Boris Gutman Marco Lorenzi Fed-BioMed: A General Open-Source Frontend Framework for Federated Learning in Healthcare. 201-210 2020 DART/DCL@MICCAI https://doi.org/10.1007/978-3-030-60548-3_20 conf/miccai/2020dart db/conf/miccai/dart2020.html#RAGL20

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 Multi-Site Meta-Analysis of Morphometry. 1508-1514 2019 16 IEEE ACM Trans. Comput. Biol. Bioinform. 5 https://doi.org/10.1109/TCBB.2019.2914905 https://www.wikidata.org/entity/Q92336360 db/journals/tcbb/tcbb16.html#JahanshadFRHGTA19

Santiago Silva 0001 Boris A. Gutman Eduardo Romero 0001 Paul M. Thompson André Altmann Marco Lorenzi Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data. 270-274 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759317 conf/isbi/2019 db/conf/isbi/isbi2019.html#RG0TAL19 Anvar Kurmukov Yuji Zhao Ayagoz Mussabaeva Boris Gutman Constraining Disease Progression Models Using Subject Specific Connectivity Priors. 106-116 2019 CNI@MICCAI https://doi.org/10.1007/978-3-030-32391-2_11 conf/miccai/2019cni db/conf/miccai/cni2019.html#KurmukovZMG19 Ayagoz Mussabayeva Maxim Pisov Anvar Kurmukov Alexey Kroshnin Yulia Denisova Li Shen 0001 Shan Cong Lei Wang 0032 Boris Gutman Diffeomorphic Metric Learning and Template Optimization for Registration-Based Predictive Models. 151-161 2019 MBIA/MFCA@MICCAI https://doi.org/10.1007/978-3-030-33226-6_17 conf/miccai/2019mbia db/conf/miccai/mbia2019.html#MussabayevaPKKD19

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 Susceptibility of brain atrophy to <i>TRIB3</i> in Alzheimer's disease, evidence from functional prioritization in imaging genetics. 3162-3167 2018 115 Proc. Natl. Acad. Sci. USA 12 https://doi.org/10.1073/pnas.1706100115 https://www.wikidata.org/entity/Q59410002 db/journals/pnas/pnas115.html#LorenziAGWAHJSA18

Anvar Kurmukov Ayagoz Musabayeva Yulia Denisova Daniel Moyer Boris Gutman Connectivity-Driven Brain Parcellation via Consensus Clustering. 117-126 2018 CNI@MICCAI https://doi.org/10.1007/978-3-030-00755-3_13 conf/miccai/2018cni db/conf/miccai/cni2018.html#KurmukovMDMG18 Ayagoz Mussabayeva Alexey Kroshnin Anvar Kurmukov Yulia Denisova Li Shen 0001 Shan Cong Lei Wang 0032 Boris A. Gutman Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms. 160-168 2018 ShapeMI@MICCAI https://doi.org/10.1007/978-3-030-04747-4_15 conf/miccai/2018shapemi db/conf/miccai/shapemi2018.html#MussabayevaKKDS18 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 0032 Lianne Schmaal Dick J. Veltman Paul M. Thompson Deep Learning for Quality Control of Subcortical Brain 3D Shape Models. 268-276 2018 ShapeMI@MICCAI https://doi.org/10.1007/978-3-030-04747-4_25 conf/miccai/2018shapemi db/conf/miccai/shapemi2018.html#PetrovGKCAZITEW18

Anvar Kurmukov Ayagoz Mussabayeva Yulia Denisova Daniel Moyer Boris Gutman Connectivity-Driven Brain Parcellation via Consensus Clustering. 2018 abs/1808.04262 CoRR http://arxiv.org/abs/1808.04262 db/journals/corr/corr1808.html#abs-1808-04262

Ayagoz Mussabayeva Alexey Kroshnin Anvar Kurmukov Yulia Dodonova Li Shen 0001 Shan Cong Lei Wang 0032 Boris A. Gutman Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms. 2018 abs/1808.04439 CoRR http://arxiv.org/abs/1808.04439 db/journals/corr/corr1808.html#abs-1808-04439

Santiago Silva 0001 Boris Gutman Eduardo Romero 0001 Paul M. Thompson André Altmann Marco Lorenzi Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data. 2018 abs/1810.08553 CoRR http://arxiv.org/abs/1810.08553 db/journals/corr/corr1810.html#abs-1810-08553

Daniel Moyer Boris A. Gutman Joshua Faskowitz Neda Jahanshad Paul M. Thompson Continuous representations of brain connectivity using spatial point processes. 32-39 2017 41 Medical Image Anal. https://doi.org/10.1016/j.media.2017.04.013 https://www.wikidata.org/entity/Q38795422 db/journals/mia/mia41.html#MoyerGFJT17

Benjamin S. C. Wade Shantanu H. Joshi Boris A. Gutman Paul M. Thompson Machine learning on high dimensional shape data from subcortical brain surfaces: A comparison of feature selection and classification methods. 731-739 2017 63 Pattern Recognit. https://doi.org/10.1016/j.patcog.2016.09.034 https://www.wikidata.org/entity/Q53177658 db/journals/pr/pr63.html#WadeJGT17

Nikita Mokrov Maxim Panov Boris A. Gutman Joshua I. Faskowitz Neda Jahanshad Paul M. Thompson Simultaneous Matrix Diagonalization for Structural Brain Networks Classification. 1261-1270 2017 COMPLEX NETWORKS https://doi.org/10.1007/978-3-319-72150-7_102 conf/complexnetworks/2017 db/conf/complexnetworks/complexnetworks2017.html#MokrovPGFJT17 Daniel Moyer Boris A. Gutman Neda Jahanshad Paul M. Thompson A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex. 336-347 2017 IPMI https://doi.org/10.1007/978-3-319-59050-9_27 conf/ipmi/2017 db/conf/ipmi/ipmi2017.html#MoyerGJT17 Dmitry Petrov Boris Gutman Alexander Ivanov 0003 Joshua Faskowitz Neda Jahanshad Mikhail Belyaev Paul M. Thompson Structural connectome validation using pairwise classification. 451-455 2017 ISBI https://doi.org/10.1109/ISBI.2017.7950558 conf/isbi/2017 db/conf/isbi/isbi2017.html#PetrovGIFJBT17 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 Data-driven cluster selection for subcortical shape and cortical thickness predicts recovery from depressive symptoms. 502-506 2017 ISBI https://doi.org/10.1109/ISBI.2017.7950570 https://www.wikidata.org/entity/Q62687069 conf/isbi/2017 db/conf/isbi/isbi2017.html#WadeSNLVGTEWANJ17 Boris A. Gutman Fabrizio Pizzagalli Neda Jahanshad Margaret J. Wright Katie L. McMahon Greig I. de Zubicaray Paul M. Thompson Approximating principal genetic components of subcortical shape. 1226-1230 2017 ISBI https://doi.org/10.1109/ISBI.2017.7950738 https://www.wikidata.org/entity/Q46031940 conf/isbi/2017 db/conf/isbi/isbi2017.html#GutmanPJWMZT17 Anvar Kurmukov Marina Ananyeva Yulia Dodonova Boris Gutman Joshua Faskowitz Neda Jahanshad Paul M. Thompson Leonid Zhukov Classifying Phenotypes Based on the Community Structure of Human Brain Networks. 3-11 2017 GRAIL/MFCA/MICGen@MICCAI https://doi.org/10.1007/978-3-319-67675-3_1 conf/miccai/2017grail db/conf/miccai/grail2017.html#KurmukovADGFJTZ17 Daniel Moyer Boris A. Gutman Neda Jahanshad Paul M. Thompson Product Space Decompositions for Continuous Representations of Brain Connectivity. 353-361 2017 MLMI@MICCAI https://doi.org/10.1007/978-3-319-67389-9_41 conf/miccai/2017mlmi db/conf/miccai/mlmi2017.html#MoyerGJT17 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 0032 Lianne Schmaal Dick J. Veltman Paul M. Thompson Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging. 371-378 2017 MLMI@MICCAI https://doi.org/10.1007/978-3-319-67389-9_43 https://www.wikidata.org/entity/Q56968495 conf/miccai/2017mlmi db/conf/miccai/mlmi2017.html#PetrovGYAZITEWS17 Dmitry Petrov Alexander Ivanov 0003 Joshua Faskowitz Boris Gutman Daniel Moyer Julio Villalon Neda Jahanshad Paul M. Thompson Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification. 515-522 2017 MICCAI (1) https://doi.org/10.1007/978-3-319-66182-7_59 conf/miccai/2017-1 db/conf/miccai/miccai2017-1.html#PetrovIFGMVJT17

Dmitry Petrov Boris Gutman Alexander Ivanov 0003 Joshua Faskowitz Neda Jahanshad Mikhail Belyaev Paul M. Thompson Structural Connectome Validation Using Pairwise Classification. 2017 abs/1701.07847 CoRR http://arxiv.org/abs/1701.07847 db/journals/corr/corr1701.html#PetrovGIFJBT17

Daniel Moyer Boris A. Gutman Neda Jahanshad Paul M. Thompson A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex. 2017 abs/1703.00981 CoRR http://arxiv.org/abs/1703.00981 db/journals/corr/corr1703.html#MoyerGJT17

Dmitry Petrov Alexander Ivanov 0003 Joshua Faskowitz Boris Gutman Daniel Moyer Julio Villalon Neda Jahanshad Paul M. Thompson Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification. 2017 abs/1706.06031 CoRR http://arxiv.org/abs/1706.06031 db/journals/corr/corr1706.html#PetrovIFGMVJT17

Neil G. Harris D. R. Verley Boris A. Gutman R. L. Sutton Bi-directional changes in fractional anisotropy after experiment TBI: Disorganization and reorganization? 129-143 2016 133 NeuroImage https://doi.org/10.1016/j.neuroimage.2016.03.012 https://www.wikidata.org/entity/Q36957870 db/journals/neuroimage/neuroimage133.html#HarrisVGS16

Wen Zhang 0010 Jie Shi 0001 Cynthia M. Stonnington Robert J. Bauer Boris A. Gutman Kewei Chen 0001 Paul M. Thompson Eric M. Reiman Richard J. Caselli Yalin Wang 0001 Morphometric analysis of hippocampus and lateral ventricle reveals regional difference between cognitively stable and declining persons. 14-18 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493200 https://www.wikidata.org/entity/Q37152855 conf/isbi/2016 db/conf/isbi/isbi2016.html#ZhangSSBGCTRCW16 Jie Zhang 0026 Cynthia M. Stonnington Qingyang Li 0001 Jie Shi 0001 Robert J. Bauer Boris A. Gutman Kewei Chen 0001 Eric M. Reiman Paul M. Thompson Jieping Ye Yalin Wang 0001 Applying sparse coding to surface multivariate tensor-based morphometry to predict future cognitive decline. 646-650 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493350 https://www.wikidata.org/entity/Q38833612 conf/isbi/2016 db/conf/isbi/isbi2016.html#ZhangSLSBGCRTYW16 Marco Lorenzi Boris Gutman Derrek P. Hibar André Altmann Neda Jahanshad Paul M. Thompson Sébastien Ourselin Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization. 838-841 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493396 https://www.wikidata.org/entity/Q62048659 conf/isbi/2016 db/conf/isbi/isbi2016.html#LorenziGHAJTO16 Daniel Moyer Boris A. Gutman Joshua Faskowitz Neda Jahanshad Paul M. Thompson A Continuous Model of Cortical Connectivity. 157-165 2016 MICCAI (1) https://doi.org/10.1007/978-3-319-46720-7_19 https://www.wikidata.org/entity/Q89295226 conf/miccai/2016-1 db/conf/miccai/miccai2016-1.html#MoyerGFJT16 Jie Zhang 0026 Jie Shi 0001 Cynthia M. Stonnington Qingyang Li 0001 Boris A. Gutman Kewei Chen 0001 Eric M. Reiman Richard J. Caselli Paul M. Thompson Jieping Ye Yalin Wang 0001 Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer's Disease in Mild Cognitive Impairment. 326-334 2016 MICCAI (1) https://doi.org/10.1007/978-3-319-46720-7_38 https://www.wikidata.org/entity/Q89480924 conf/miccai/2016-1 db/conf/miccai/miccai2016-1.html#0026SSLGCRCTYW16 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 Relative value of diverse brain MRI and blood-based biomarkers for predicting cognitive decline in the elderly. 978411 2016 Image Processing https://doi.org/10.1117/12.2216964 https://www.wikidata.org/entity/Q57262089 conf/miip/2016 db/conf/miip/miip2016.html#MadsenSDMJNHGGT16

Daniel Moyer Boris A. Gutman Joshua Faskowitz Neda Jahanshad Paul M. Thompson A Continuous Model of Cortical Connectivity. 2016 abs/1610.03809 CoRR http://arxiv.org/abs/1610.03809 db/journals/corr/corr1610.html#MoyerGFJT16

Sarah Parisot Jonathan Passerat-Palmbach Markus D. Schirmer Boris Gutman Proceedings of the Workshop on Brain Analysis using COnnectivity Networks - BACON 2016. 2016 abs/1611.03363 CoRR http://arxiv.org/abs/1611.03363 db/journals/corr/corr1611.html#ParisotPSG16

Daniel Moyer Boris A. Gutman Joshua Faskowitz Neda Jahanshad Paul M. Thompson An Empirical Study of Continuous Connectivity Degree Sequence Equivalents. 2016 abs/1611.06197 CoRR http://arxiv.org/abs/1611.06197 db/journals/corr/corr1611.html#MoyerGFJT16a

Jie Shi 0001 Cynthia M. Stonnington Paul M. Thompson Kewei Chen 0001 Boris Gutman Cole Reschke Leslie C. Baxter Eric M. Reiman Richard J. Caselli Yalin Wang 0001 Studying ventricular abnormalities in mild cognitive impairment with hyperbolic Ricci flow and tensor-based morphometry. 1-20 2015 104 NeuroImage https://doi.org/10.1016/j.neuroimage.2014.09.062 https://www.wikidata.org/entity/Q34615211 db/journals/neuroimage/neuroimage104.html#ShiSTCGRBRCW15

Boris A. Gutman P. Thomas Fletcher Manuel Jorge Cardoso Greg M. Fleishman Marco Lorenzi Paul M. Thompson Sébastien Ourselin A Riemannian Framework for Intrinsic Comparison of Closed Genus-Zero Shapes. 205-218 2015 IPMI https://doi.org/10.1007/978-3-319-19992-4_16 https://www.wikidata.org/entity/Q42397679 conf/ipmi/2015 db/conf/ipmi/ipmi2015.html#GutmanFCFLTO15 Greg M. Fleishman Boris A. Gutman P. Thomas Fletcher Paul M. Thompson Simultaneous Longitudinal Registration with Group-Wise Similarity Prior. 746-757 2015 IPMI https://doi.org/10.1007/978-3-319-19992-4_59 https://www.wikidata.org/entity/Q35879652 conf/ipmi/2015 db/conf/ipmi/ipmi2015.html#FleishmanGFT15 Sarah K. Madsen Greg Ver Steeg Adam Mezher Neda Jahanshad Talia M. Nir Xue Hua Boris A. Gutman Aram Galstyan Paul M. Thompson Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly. 980-984 2015 ISBI https://doi.org/10.1109/ISBI.2015.7164035 https://www.wikidata.org/entity/Q36081690 conf/isbi/2015 db/conf/isbi/isbi2015.html#MadsenSMJNHGGT15 Boris A. Gutman Neda Jahanshad Christopher R. K. Ching Yalin Wang 0001 Peter V. Kochunov Thomas E. Nichols Paul M. Thompson Medial demons registration localizes the degree of genetic influence over subcortical shape variability: An N= 1480 meta-analysis. 1402-1406 2015 ISBI https://doi.org/10.1109/ISBI.2015.7164138 https://www.wikidata.org/entity/Q36081694 conf/isbi/2015 db/conf/isbi/isbi2015.html#GutmanJCWKNT15 Benjamin S. C. Wade Shantanu H. Joshi Boris A. Gutman Paul M. Thompson Machine Learning on High Dimensional Shape Data from Subcortical Brain Surfaces: A Comparison of Feature Selection and Classification Methods. 36-43 2015 MLMI https://doi.org/10.1007/978-3-319-24888-2_5 conf/miccai/2015mlmi db/conf/miccai/mlmi2015.html#WadeJGT15 Michelle Hromatka Miaomiao Zhang 0002 Greg M. Fleishman Boris Gutman Neda Jahanshad Paul M. Thompson P. Thomas Fletcher A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases. 372-379 2015 MICCAI (2) https://doi.org/10.1007/978-3-319-24571-3_45 conf/miccai/2015-2 db/conf/miccai/miccai2015-2.html#HromatkaZFGJTF15 Greg M. Fleishman Boris A. Gutman P. Thomas Fletcher Paul M. Thompson A transformation similarity constraint for groupwise nonlinear registration in longitudinal neuroimaging studies. 94130X 2015 Image Processing https://doi.org/10.1117/12.2080841 https://www.wikidata.org/entity/Q35525265 conf/miip/2015 db/conf/miip/miip2015.html#FleishmanGFT15

Yan Jin 0001 Yonggang Shi Liang Zhan Boris A. Gutman Greig I. de Zubicaray Katie L. McMahon Margaret J. Wright Arthur W. Toga Paul M. Thompson Automatic clustering of white matter fibers in brain diffusion MRI with an application to genetics. 75-90 2014 100 NeuroImage https://doi.org/10.1016/j.neuroimage.2014.04.048 https://www.wikidata.org/entity/Q34631067 db/journals/neuroimage/neuroimage100.html#JinSZGZMWTT14

Daniel Garijo Óscar Corcho Yolanda Gil Boris A. Gutman Ivo D. Dinov Paul M. Thompson Arthur W. Toga FragFlow Automated Fragment Detection in Scientific Workflows. 281-289 2014 eScience https://doi.org/10.1109/eScience.2014.32 https://doi.ieeecomputersociety.org/10.1109/eScience.2014.32 https://www.wikidata.org/entity/Q57005642 conf/eScience/2014 db/conf/eScience/eScience2014.html#GarijoCGGDTT14 Boris Gutman Cassandra D. Leonardo Neda Jahanshad Derrek P. Hibar Kristian M. Eschenburg Talia M. Nir Julio Villalon Paul M. Thompson Registering Cortical Surfaces Based on Whole-Brain Structural Connectivity and Continuous Connectivity Analysis. 161-168 2014 MICCAI (3) https://doi.org/10.1007/978-3-319-10443-0_21 https://www.wikidata.org/entity/Q85805661 conf/miccai/2014-3 db/conf/miccai/miccai2014-3.html#GutmanLJHENVT14 Boris A. Gutman Shape Analysis Methods for 3D Brain and Skull Imaging. 2013 University of California, Los Angeles, USA http://www.escholarship.org/uc/item/28q8x23v http://n2t.net/ark:/13030/m5sj25cs https://www.base-search.net/Record/f08ee2197729d1558c55950334f14d9148ff07a08a2f82628bc1356daf978e36 base-search.net (ftcdlib:qt28q8x23v)

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 Unbiased tensor-based morphometry: Improved robustness and sample size estimates for Alzheimer's disease clinical trials. 648-661 2013 66 NeuroImage https://doi.org/10.1016/j.neuroimage.2012.10.086 https://www.wikidata.org/entity/Q37203023 db/journals/neuroimage/neuroimage66.html#HuaHCBRGLTJHWTI13

Boris Gutman Xue Hua Priya Rajagopalan Yi-Yu Chou Yalin Wang 0001 Igor Yanovsky Arthur W. Toga Clifford R. Jack Jr. Michael W. Weiner Paul M. Thompson Maximizing power to track Alzheimer's disease and MCI progression by LDA-based weighting of longitudinal ventricular surface features. 386-401 2013 70 NeuroImage https://doi.org/10.1016/j.neuroimage.2012.12.052 https://www.wikidata.org/entity/Q37616894 db/journals/neuroimage/neuroimage70.html#GutmanHRCWYTJWT13

Jie Shi 0001 Paul M. Thompson Boris Gutman Yalin Wang 0001 Surface fluid registration of conformal representation: Application to detect disease burden and genetic influence on hippocampus. 111-134 2013 78 NeuroImage https://doi.org/10.1016/j.neuroimage.2013.04.018 https://www.wikidata.org/entity/Q36932677 db/journals/neuroimage/neuroimage78.html#ShiTGW13

Sarah K. Madsen Boris Gutman Shantanu H. Joshi Arthur W. Toga Clifford R. Jack Jr. Michael W. Weiner Paul M. Thompson Mapping Dynamic Changes in Ventricular Volume onto Baseline Cortical Surfaces in Normal Aging, MCI, and Alzheimer's Disease. 84-94 2013 MBIA https://doi.org/10.1007/978-3-319-02126-3_9 https://www.wikidata.org/entity/Q87650363 conf/miccai/2013mbia db/conf/miccai/mbia2013.html#MadsenGJTJWT13 Boris A. Gutman Sarah K. Madsen Arthur W. Toga Paul M. Thompson A Family of Fast Spherical Registration Algorithms for Cortical Shapes. 246-257 2013 MBIA https://doi.org/10.1007/978-3-319-02126-3_24 conf/miccai/2013mbia db/conf/miccai/mbia2013.html#GutmanMTT13

Daren Lee Ivo D. Dinov Bin Dong 0001 Boris Gutman Igor Yanovsky Arthur W. Toga CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms. 175-187 2012 106 Comput. Methods Programs Biomed. 3 https://doi.org/10.1016/j.cmpb.2010.10.013 https://www.wikidata.org/entity/Q35685703 db/journals/cmpb/cmpb106.html#LeeDDGYT12

Evan Lutkenhoff Katherine H. Karlsgodt Boris Gutman Jason L. Stein Paul M. Thompson Tyrone D. Cannon J. David Jentsch Structural and functional neuroimaging phenotypes in dysbindin mutant mice. 120-129 2012 62 NeuroImage 1 https://doi.org/10.1016/j.neuroimage.2012.05.008 https://www.wikidata.org/entity/Q46606596 db/journals/neuroimage/neuroimage62.html#LutkenhoffKGSTCJ12

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 Genetic influences on sulcal patterns of the brain. 414-417 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235572 https://www.wikidata.org/entity/Q57268535 conf/isbi/2012 db/conf/isbi/isbi2012.html#JoshiJGTMZMWT12 Boris Gutman Yalin Wang 0001 Priya Rajagopalan Arthur W. Toga Paul M. Thompson Shape matching with medial curves and 1-D group-wise registration. 716-719 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235648 conf/isbi/2012 db/conf/isbi/isbi2012.html#GutmanWRTT12 Boris Gutman Ryan McComb Jay Sung Won Moon Paul M. Thompson Robust Shape Correspondence via Spherical Patch Matching for Atlases of Partial Skull Models. 89-100 2012 MeshMed https://doi.org/10.1007/978-3-642-33463-4_10 conf/miccai/2012mesh db/conf/miccai/meshmed2012.html#GutmanMSMT12

Eileen Luders Paul M. Thompson Katherine L. Narr Alen Zamanyan Yi-Yu Chou Boris Gutman Ivo D. Dinov Arthur W. Toga The link between callosal thickness and intelligence in healthy children and adolescents. 1823-1830 2011 54 NeuroImage 3 https://doi.org/10.1016/j.neuroimage.2010.09.083 https://www.wikidata.org/entity/Q35033453 db/journals/neuroimage/neuroimage54.html#LudersTNZCGDT11

Yalin Wang 0001 Yang Song Priya Rajagopalan Tuo An Krystal Liu Yi-Yu Chou Boris Gutman Arthur W. Toga Paul M. Thompson Surface-based TBM boosts power to detect disease effects on the brain: An N = 804 ADNI study. 1993-2010 2011 56 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2011.03.040 https://www.wikidata.org/entity/Q36087030 db/journals/neuroimage/neuroimage56.html#WangSRALCGTT11

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 0001 Eric Reiman Michael W. Weiner Paul M. Thompson Accurate measurement of brain changes in longitudinal MRI scans using tensor-based morphometry. 5-14 2011 57 NeuroImage 1 https://doi.org/10.1016/j.neuroimage.2011.01.079 https://www.wikidata.org/entity/Q36088150 db/journals/neuroimage/neuroimage57.html#HuaGBRLYKTJSACRWT11

Yalin Wang 0001 Jie Zhang 0026 Boris Gutman Tony F. Chan James T. Becker Howard Aizenstein Oscar L. Lopez Robert J. Tamburo Arthur W. Toga Paul M. Thompson Multivariate tensor-based morphometry on surfaces: Application to mapping ventricular abnormalities in HIV/AIDS. 2141-2157 2010 49 NeuroImage 3 https://doi.org/10.1016/j.neuroimage.2009.10.086 https://www.wikidata.org/entity/Q40204569 db/journals/neuroimage/neuroimage49.html#WangZGCBALTTT10

Eileen Luders Nicolas Cherbuin Paul M. Thompson Boris Gutman Kaarin Anstey Perminder S. Sachdev Arthur W. Toga When more is less: Associations between corpus callosum size and handedness lateralization. 43-49 2010 52 NeuroImage 1 https://doi.org/10.1016/j.neuroimage.2010.04.016 https://www.wikidata.org/entity/Q33990223 db/journals/neuroimage/neuroimage52.html#LudersCTGAST10

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 Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach. 357-366 2010 MICCAI (1) https://doi.org/10.1007/978-3-642-15705-9_44 https://www.wikidata.org/entity/Q57016273 conf/miccai/2010-1 db/conf/miccai/miccai2010-1.html#JoshiCSJGZCDWT10

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 Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: An ADNI study of 515 subjects. 668-681 2009 48 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2009.07.011 https://www.wikidata.org/entity/Q34271896 db/journals/neuroimage/neuroimage48.html#HuaLYLCHGTJBRHKSAWT09

Boris Gutman Yalin Wang 0001 Lok Ming Lui Tony F. Chan Paul M. Thompson Hippocampal Surface Discrimination via Invariant Descriptors of Spherical Conformals Maps. 1316-1319 2007 ISBI https://doi.org/10.1109/ISBI.2007.357102 https://www.wikidata.org/entity/Q57262460 conf/isbi/2007 db/conf/isbi/isbi2007.html#GutmanWLCT07 Boris Gutman Yalin Wang 0001 Lok Ming Lui Tony F. Chan Paul M. Thompson Hippocampal Surface Analysis Using Spherical Harmonic Function Applied to Surface Conformal Mapping. 964-967 2006 conf/icpr/2006 ICPR (3) https://doi.org/10.1109/ICPR.2006.627 https://doi.ieeecomputersociety.org/10.1109/ICPR.2006.627 https://www.wikidata.org/entity/Q57397327 db/conf/icpr/icpr2006-3.html#GutmanWLCT06 Christopher C. Abbott Hieab AdamsHieab H. H. Adams Ingrid Agartz Howard Aizenstein Sarah Al-Bachari Daniel C. Alexander Gene E. Alexander Kathryn I. Alpert André Altmann Tuo An Marina Ananyeva Tim J. Anderson Ole A. Andreassen Gerard Anmella Kaarin Anstey Charles Arber Alejandro Arias-Vasquez Francesca Assogna Robert J. Bauer Leslie C. Baxter James T. Becker Mikhail Belyaev Klaus Berger Matt A. Bernstein Christina P. Boyle Joanna K. Bright Geraldo Busatto Ryan P. Cabeen Dara M. Cannon Tyrone D. Cannon Manuel Jorge Cardoso Richard J. Caselli Xavier Caseras Fernando Cendes Shruthi Chakrapani Tony F. Chan Kewei Chen 0001 Nicolas Cherbuin Enric Vilajosana Chertó Christopher R. K. Ching Yi-Yu Chou Shan Cong Óscar Corcho Madelaine Daianu Anders M. Dale John C. Dalrymple-Alford Emile d'Angremont Udo Dannlowski Ines Debove Yulia DenisovaYulia Dodonova Sylvane Desrivières Ivo D. Dinov Michiel F. Dirkx Bin Dong 0001 Qunxi Dong Jason Druzgal Hedley C. A. Emsley Theo G. M. van Erp Kristian M. Eschenburg Randall Espinoza Lisa Eyler Joshua FaskowitzJoshua I. Faskowitz Greg M. Fleishman P. Thomas Fletcher Barbara Franke Janice M. Fullerton Lisa Furlong Aram Galstyan Daniel Garijo Gaëtan Garraux Yolanda Gil Annabella Di Giorgio David C. Glahn Ian H. Gotlib Dominik Grotegerd Rachel Guimaraes Tomas Hajek Narelle K. Hansell Kenichiro Harada Neil G. Harris Danielle J. Harvey Eva M. van Heese Rick C. Helmich Marco Hermesdorf Odile A. van den Heuvel Derrek P. Hibar Diego Hidalgo-Mazzei April J. Ho Josselin Houenou Fleur Howells Michelle Hromatka Xue Hua Mohammad Arfan Ikram Yanghee Im Alex Ing Dmitry Isaev Alexander Ivanov 0003 Clifford R. Jack Jr. Neda Jahanshad Carlos López Jaramillo J. David Jentsch Yan Jin 0001 Anand A. Joshi Shantanu H. Joshi John Kalkhof Melody J. Y. Kang James A. Karantonis Katherine H. Karlsgodt Andriana Karuk Matthew Kempton Tilo Kircher Luisa Klahn Johannes C. Klein Peter V. Kochunov John Kornak Jennifer L. Kroll Alexey Kroshnin Anand R. Kumar Rayus Kuplicki Anvar Kurmukov Egor Kuznetsov Max A. Laansma Mikael Landen Amber M. Leaver Daren Lee Suh Lee Cassandra D. Leonardo Alex D. Leow Qingyang Li 0001 Krystal Liu Christine Lochner Oscar L. Lopez Marco Lorenzi Eileen Luders Lok Ming Lui Evan Lutkenhoff Clare E. Mackay Sarah K. Madsen Nicholas G. Martin Koji Matsuo Ryan McComb Colm McDonald Katie L. McMahonKatie McMahon Corey McMillanCorey T. McMillan Tracy R. Melzer Adam Mezher Philip Mitchell Nikita Mokrov Won Moon Daniel Moyer Ayagoz MussabaevaAyagoz MussabayevaAyagoz Musabayeva Benson Mwangi Leila Nabulsi Katherine L. Narr Benjamin Newman Thomas E. Nichols Wiro J. Niessen Talia M. Nir Stephanie Njau Emilie Olie Sébastien Ourselin Bronwyn Overs Conor Owens-Walton Maxim Panov Pravesh Parekh Sarah Parisot Laura M. Parkes Jonathan Passerat-Palmbach Diliana Pecheva Dmitry Petrov Fabrizio Piras Maxim Pisov Toni L. Pitcher Fabrizio Pizzagalli Edith Pomarol-Clotet Kathleen Poston James Prisciandaro Joaquim Radua Priya Rajagopalan Mario Rango Eric ReimanEric M. Reiman Cole Reschke Tamsyn Van Rheenen Gloria M. P. Roberts Eduardo Romero 0001 Pedro Rosa Gennady RoshchupkinGennady V. Roshchupkin Susan Rossell Christian Rummel Matthew D. Sacchet Perminder S. Sachdev Raymond Salvador Fabio Sambataro Salvador Sarró Theodore Satterthwaite Jonathan Savitz Freda Scheffler Markus SchirmerMarkus D. Schirmer Lianne Schmaal Reinhold Schmidt Jonathan M. Schott Norbert Schuff Gunter SchümannGunter Schumann Petra Schwingenschuh Daniel Semchin Li Shen 0001 Jie Shi 0001 Yonggang Shi Santiago Silva 0001 Kang Sim Jair C. Soares Yang Song Gianfranco Spalletta Letizia Squarcina Greg Ver Steeg Dan J. Stein Jason L. Stein Cynthia M. Stonnington Jing Sui Bo Sun Jay Sung R. L. Sutton Robert J. Tamburo Henk Temmingh Sophia I. Thomopoulos Paul M. Thompson Arthur W. Toga Jessica A. Turner Nicholas J. Tustison Megha Vasvada Dick J. Veltman D. R. Verley Meike W. Vernooij Alessandro Viani Eduard Vieta Julio Villalon Benjamin S. C. Wade Jiun-Jie Wang Lei Wang 0032 Yalin Wang 0001 Michael Weiner 0001Michael W. Weiner Daniel Weintraub Ysbrand D. van der Werf Lars T. WestlyeLars Tjelta Westlye Roland Wiest Roger P. Woods Selina Wray Margaret J. Wright Mon-Ju Wu Igor Yanovsky Clarissa L. YasudaClarissa Lin Yasuda Lakshmi Yatham Jieping Ye Shih-Hua (Julie) Yu Alen Zamanyan Marcus V. Zanetti Artemis Zavaliangos-Petropulu Liang Zhan Jie Zhang 0026 Miaomiao Zhang 0002 Wen Zhang 0010 Yuji Zhao Leonid Zhukov Greig I. de Zubicaray Ana M. Diaz Zuluaga Giovana B. Zunta-Soares Marcel P. Zwiers