Literature DB >> 25320795

Registering cortical surfaces based on whole-brain structural connectivity and continuous connectivity analysis.

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

Abstract

We present a framework for registering cortical surfaces based on tractography-informed structural connectivity. We define connectivity as a continuous kernel on the product space of the cortex, and develop a method for estimating this kernel from tractography fiber models. Next, we formulate the kernel registration problem, and present a means to non-linearly register two brains' continuous connectivity profiles. We apply theoretical results from operator theory to develop an algorithm for decomposing the connectome into its shared and individual components. Lastly, we extend two discrete connectivity measures to the continuous case, and apply our framework to 98 Alzheimer's patients and controls. Our measures show significant differences between the two groups.

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Year:  2014        PMID： 25320795      PMCID： PMC4283762          DOI： 10.1007/978-3-319-10443-0_21

Source DB:  PubMed          Journal:  Med Image Comput Comput Assist Interv


  8 in total

1.  DICCCOL: dense individualized and common connectivity-based cortical landmarks.

Authors:  Dajiang Zhu; Kaiming Li; Lei Guo; Xi Jiang; Tuo Zhang; Degang Zhang; Hanbo Chen; Fan Deng; Carlos Faraco; Changfeng Jin; Chong-Yaw Wee; Yixuan Yuan; Peili Lv; Yan Yin; Xiaolei Hu; Lian Duan; Xintao Hu; Junwei Han; Lihong Wang; Dinggang Shen; L Stephen Miller; Lingjiang Li; Tianming Liu
Journal:  Cereb Cortex       Date:  2012-04-05       Impact factor: 5.357

2.  Methods for tractography-driven surface registration of brain structures.

Authors:  Aleksandar Petrović; Stephen M Smith; Ricarda A Menke; Mark Jenkinson
Journal:  Med Image Comput Comput Assist Interv       Date:  2009

3.  Complex network measures of brain connectivity: uses and interpretations.

Authors:  Mikail Rubinov; Olaf Sporns
Journal:  Neuroimage       Date:  2009-10-09       Impact factor: 6.556

4.  Reproducibility of connectivity based parcellation: primary visual cortex.

Authors:  Jérémy Lecoeur; Madhura Ingalhalikar; Ragini Verma
Journal:  Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib       Date:  2013

5.  Joint T1 and brain fiber log-demons registration using currents to model geometry.

Authors:  Viviana Siless; Joan Glaunès; Pamela Guevara; Jean-François Mangin; Cyril Poupon; Denis Le Bihan; Bertrand Thirion; Pierre Fillard
Journal:  Med Image Comput Comput Assist Interv       Date:  2012

6.  Hierarchical topological network analysis of anatomical human brain connectivity and differences related to sex and kinship.

Authors:  Julio M Duarte-Carvajalino; Neda Jahanshad; Christophe Lenglet; Katie L McMahon; Greig I de Zubicaray; Nicholas G Martin; Margaret J Wright; Paul M Thompson; Guillermo Sapiro
Journal:  Neuroimage       Date:  2011-11-12       Impact factor: 6.556

7.  A Hough transform global probabilistic approach to multiple-subject diffusion MRI tractography.

Authors:  Iman Aganj; Christophe Lenglet; Neda Jahanshad; Essa Yacoub; Noam Harel; Paul M Thompson; Guillermo Sapiro
Journal:  Med Image Anal       Date:  2011-01-26       Impact factor: 8.545

Review 8.  Model of autism: increased ratio of excitation/inhibition in key neural systems.

Authors:  J L R Rubenstein; M M Merzenich
Journal:  Genes Brain Behav       Date:  2003-10       Impact factor: 3.449
  8 in total
  7 in total

1.  Whole-body tissue stabilization and selective extractions via tissue-hydrogel hybrids for high-resolution intact circuit mapping and phenotyping.

Authors:  Ken Y Chan; Nicholas C Flytzanis; Bin Yang; Jennifer B Treweek; Benjamin E Deverman; Alon Greenbaum; Antti Lignell; Cheng Xiao; Long Cai; Mark S Ladinsky; Pamela J Bjorkman; Charless C Fowlkes; Viviana Gradinaru
Journal:  Nat Protoc       Date:  2015-10-22       Impact factor: 13.491

2.  Riemannian Metric Optimization for Connectivity-driven Surface Mapping.

Authors:  Jin Kyu Gahm; Yonggang Shi
Journal:  Med Image Comput Comput Assist Interv       Date:  2016-10-02

3.  A Continuous Model of Cortical Connectivity.

Authors:  Daniel Moyer; Boris A Gutman; Joshua Faskowitz; Neda Jahanshad; Paul M Thompson
Journal:  Med Image Comput Comput Assist Interv       Date:  2016-10-02

4.  Riemannian metric optimization on surfaces (RMOS) for intrinsic brain mapping in the Laplace-Beltrami embedding space.

Authors:  Jin Kyu Gahm; Yonggang Shi
Journal:  Med Image Anal       Date:  2018-03-16       Impact factor: 8.545

5.  Continuous representations of brain connectivity using spatial point processes.

Authors:  Daniel Moyer; Boris A Gutman; Joshua Faskowitz; Neda Jahanshad; Paul M Thompson
Journal:  Med Image Anal       Date:  2017-04-28       Impact factor: 8.545

6.  The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture.

Authors:  Lingzhong Fan; Hai Li; Junjie Zhuo; Yu Zhang; Jiaojian Wang; Liangfu Chen; Zhengyi Yang; Congying Chu; Sangma Xie; Angela R Laird; Peter T Fox; Simon B Eickhoff; Chunshui Yu; Tianzi Jiang
Journal:  Cereb Cortex       Date:  2016-05-26       Impact factor: 5.357

7.  Alzheimer disease research in the 21st century: past and current failures, new perspectives and funding priorities.

Authors:  Francesca Pistollato; Elan L Ohayon; Ann Lam; Gillian R Langley; Thomas J Novak; David Pamies; George Perry; Eugenia Trushina; Robin S B Williams; Alex E Roher; Thomas Hartung; Stevan Harnad; Neal Barnard; Martha Clare Morris; Mei-Chun Lai; Ryan Merkley; P Charukeshi Chandrasekera
Journal:  Oncotarget       Date:  2016-06-28
  7 in total

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