Literature DB >> 35720672

CONTINUITY: CONnectivity Tool with INtegration of sUbcortical regions, regIstration and visualization of TractographY.

Elodie Piot1, Maria Bagonis1, Juan C Prieto1, Martin Styner1.   

Abstract

In this work, we present CONTINUITY, a novel, open-source interactive computation and visualization tool for brain connectome data. The connectome processing pipeline performs surface based processing as the main mode of operation. The automated processing includes structural-to-diffusion image co-registration, surface reconstruction for subcortical structures, as well as fiber tractography. The tool supports 3 different probabilistic methods of tractography offered by the tractography frameworks in FSL, MRtrix and DIPY. All methods employ brain and subcortical surfaces as seeds to initialize the tractography algorithms. CONTINUITY implements a friendly Graphical User Interface (GUI) to make the workflow accessible for nontechnical users. Additionally, it offers the possibility to visualize the results of the brain connectome in several interactive plot types such as a hierarchical edge bundling circle plot and over 2D/3D brain templates. This visualization tool can also be applied to connectome matrices computed with other tools and pipelines.

Entities:  

Keywords:  Connectivity; Open-source software; brain connectome; probabilistic tractography; registration; subcortical regions

Year:  2022        PMID: 35720672      PMCID: PMC9205324          DOI: 10.1117/12.2613201

Source DB:  PubMed          Journal:  Proc SPIE Int Soc Opt Eng        ISSN: 0277-786X


  10 in total

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

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

2.  Deep white matter analysis (DeepWMA): Fast and consistent tractography segmentation.

Authors:  Fan Zhang; Suheyla Cetin Karayumak; Nico Hoffmann; Yogesh Rathi; Alexandra J Golby; Lauren J O'Donnell
Journal:  Med Image Anal       Date:  2020-06-24       Impact factor: 8.545

3.  Intra-subject reliability of the high-resolution whole-brain structural connectome.

Authors:  Pierre Besson; Renaud Lopes; Xavier Leclerc; Philippe Derambure; Louise Tyvaert
Journal:  Neuroimage       Date:  2014-08-07       Impact factor: 6.556

4.  On the cortical connectivity in the macaque brain: A comparison of diffusion tractography and histological tracing data.

Authors:  Gabriel Girard; Roberto Caminiti; Alexandra Battaglia-Mayer; Etienne St-Onge; Karen S Ambrosen; Simon F Eskildsen; Kristine Krug; Tim B Dyrby; Maxime Descoteaux; Jean-Philippe Thiran; Giorgio M Innocenti
Journal:  Neuroimage       Date:  2020-07-30       Impact factor: 6.556

Review 5.  MRtrix3: A fast, flexible and open software framework for medical image processing and visualisation.

Authors:  J-Donald Tournier; Robert Smith; David Raffelt; Rami Tabbara; Thijs Dhollander; Maximilian Pietsch; Daan Christiaens; Ben Jeurissen; Chun-Hung Yeh; Alan Connelly
Journal:  Neuroimage       Date:  2019-08-29       Impact factor: 6.556

6.  TRAFIC: Fiber Tract Classification Using Deep Learning.

Authors:  Prince D Ngattai Lam; Gaetan Belhomme; Jessica Ferrall; Billie Patterson; Martin Styner; Juan C Prieto
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2018-03-02

7.  White matter connectomes at birth accurately predict cognitive abilities at age 2.

Authors:  Jessica B Girault; Brent C Munsell; Danaële Puechmaille; Barbara D Goldman; Juan C Prieto; Martin Styner; John H Gilmore
Journal:  Neuroimage       Date:  2019-02-27       Impact factor: 6.556

8.  CIVILITY: Cloud based Interactive Visualization of Tractography Brain Connectome.

Authors:  Danaële Puechmaille; Martin Styner; Juan C Prieto
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2017-03

Review 9.  FSL.

Authors:  Mark Jenkinson; Christian F Beckmann; Timothy E J Behrens; Mark W Woolrich; Stephen M Smith
Journal:  Neuroimage       Date:  2011-09-16       Impact factor: 6.556

10.  Dipy, a library for the analysis of diffusion MRI data.

Authors:  Eleftherios Garyfallidis; Matthew Brett; Bagrat Amirbekian; Ariel Rokem; Stefan van der Walt; Maxime Descoteaux; Ian Nimmo-Smith
Journal:  Front Neuroinform       Date:  2014-02-21       Impact factor: 4.081

  10 in total

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