Literature DB >> 23036854

BTK: an open-source toolkit for fetal brain MR image processing.

François Rousseau1, Estanislao Oubel, Julien Pontabry, Marc Schweitzer, Colin Studholme, Mériam Koob, Jean-Louis Dietemann.   

Abstract

Studies about brain maturation aim at providing a better understanding of brain development and links between brain changes and cognitive development. Such studies are of great interest for diagnosis help and clinical course of development and treatment of illnesses. However, the processing of fetal brain MR images remains complicated which limits the translation from the research to the clinical domain. In this article, we describe an open-source image processing toolkit dedicated to these images. In this toolkit various tools are included such as: denoising, image reconstruction, super-resolution and tractography. The BTK resource program (distributed under CeCILL-B license) is developed in C++ and relies on common medical imaging libraries such as Insight Toolkit (ITK), Visualization Toolkit (VTK) and Open Multi-Processing (OpenMP).
Copyright © 2012 Elsevier Ireland Ltd. All rights reserved.

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Year:  2012        PMID: 23036854      PMCID: PMC3508300          DOI: 10.1016/j.cmpb.2012.08.007

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN: 0169-2607            Impact factor:   5.428


  27 in total

1.  Probabilistic tractography using Q-ball modeling and particle filtering.

Authors:  Julien Pontabry; François Rousseau
Journal:  Med Image Comput Comput Assist Interv       Date:  2011

2.  Non-local MRI upsampling.

Authors:  José V Manjón; Pierrick Coupé; Antonio Buades; Vladimir Fonov; D Louis Collins; Montserrat Robles
Journal:  Med Image Anal       Date:  2010-06-04       Impact factor: 8.545

3.  Reconstruction of scattered data in fetal diffusion MRI.

Authors:  Estanislao Oubel; Meriam Koob; Colin Studholme; Jean-Louis Dietemann; François Rousseau
Journal:  Med Image Comput Comput Assist Interv       Date:  2010

4.  An optimized blockwise nonlocal means denoising filter for 3-D magnetic resonance images.

Authors:  P Coupe; P Yger; S Prima; P Hellier; C Kervrann; C Barillot
Journal:  IEEE Trans Med Imaging       Date:  2008-04       Impact factor: 10.048

5.  Early folding patterns and asymmetries of the normal human brain detected from in utero MRI.

Authors:  Piotr A Habas; Julia A Scott; Ahmad Roosta; Vidya Rajagopalan; Kio Kim; Francois Rousseau; A James Barkovich; Orit A Glenn; Colin Studholme
Journal:  Cereb Cortex       Date:  2011-05-12       Impact factor: 5.357

Review 6.  Mapping fetal brain development in utero using magnetic resonance imaging: the Big Bang of brain mapping.

Authors:  Colin Studholme
Journal:  Annu Rev Biomed Eng       Date:  2011-08-15       Impact factor: 9.590

7.  A spatiotemporal atlas of MR intensity, tissue probability and shape of the fetal brain with application to segmentation.

Authors:  Piotr A Habas; Kio Kim; James M Corbett-Detig; Francois Rousseau; Orit A Glenn; A James Barkovich; Colin Studholme
Journal:  Neuroimage       Date:  2010-06-30       Impact factor: 6.556

8.  Intersection based motion correction of multislice MRI for 3-D in utero fetal brain image formation.

Authors:  Kio Kim; Piotr A Habas; Francois Rousseau; Orit A Glenn; Anthony J Barkovich; Colin Studholme
Journal:  IEEE Trans Med Imaging       Date:  2009-09-09       Impact factor: 10.048

9.  Atlas-based segmentation of developing tissues in the human brain with quantitative validation in young fetuses.

Authors:  Piotr A Habas; Kio Kim; Francois Rousseau; Orit A Glenn; A James Barkovich; Colin Studholme
Journal:  Hum Brain Mapp       Date:  2010-09       Impact factor: 5.038

10.  White matter maturation of normal human fetal brain. An in vivo diffusion tensor tractography study.

Authors:  Emilie Zanin; Jean-Philippe Ranjeva; Sylviane Confort-Gouny; Maxime Guye; Daniele Denis; Patrick J Cozzone; Nadine Girard
Journal:  Brain Behav       Date:  2011-11       Impact factor: 2.708

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  13 in total

1.  Automated template-based brain localization and extraction for fetal brain MRI reconstruction.

Authors:  Sébastien Tourbier; Clemente Velasco-Annis; Vahid Taimouri; Patric Hagmann; Reto Meuli; Simon K Warfield; Meritxell Bach Cuadra; Ali Gholipour
Journal:  Neuroimage       Date:  2017-04-11       Impact factor: 6.556

2.  Registration-based image enhancement improves multi-atlas segmentation of the thalamic nuclei and hippocampal subfields.

Authors:  Shunxing Bao; Camilo Bermudez; Yuankai Huo; Prasanna Parvathaneni; William Rodriguez; Susan M Resnick; Pierre-François D'Haese; Maureen McHugo; Stephan Heckers; Benoit M Dawant; Ilwoo Lyu; Bennett A Landman
Journal:  Magn Reson Imaging       Date:  2019-03-15       Impact factor: 2.546

3.  A discriminative feature selection approach for shape analysis: Application to fetal brain cortical folding.

Authors:  J Pontabry; F Rousseau; C Studholme; M Koob; J-L Dietemann
Journal:  Med Image Anal       Date:  2016-07-25       Impact factor: 8.545

4.  Complex Trajectories of Brain Development in the Healthy Human Fetus.

Authors:  Nickie N Andescavage; Adre du Plessis; Robert McCarter; Ahmed Serag; Iordanis Evangelou; Gilbert Vezina; Richard Robertson; Catherine Limperopoulos
Journal:  Cereb Cortex       Date:  2017-11-01       Impact factor: 5.357

5.  Exploring in vivo placental microstructure in healthy and growth-restricted pregnancies through diffusion-weighted magnetic resonance imaging.

Authors:  Nickie Andescavage; Wonsang You; Marni Jacobs; Kushal Kapse; Jessica Quistorff; Dorothy Bulas; Homa Ahmadzia; Alexis Gimovsky; Ahmet Baschat; Catherine Limperopoulos
Journal:  Placenta       Date:  2020-03-06       Impact factor: 3.481

6.  Ventricular and total brain volumes in infants with congenital heart disease: a longitudinal study.

Authors:  Cynthia Hayek; V Rajagopalan; J Meouchy; J Votava-Smith; D Miller; S Del Castillo; A Panigrahy; L Paquette
Journal:  J Perinatol       Date:  2020-06-16       Impact factor: 2.521

7.  Mapping fetal brain development based on automated segmentation and 4D brain atlasing.

Authors:  Haotian Li; Guohui Yan; Wanrong Luo; Tingting Liu; Yan Wang; Ruibin Liu; Weihao Zheng; Yi Zhang; Kui Li; Li Zhao; Catherine Limperopoulos; Yu Zou; Dan Wu
Journal:  Brain Struct Funct       Date:  2021-05-29       Impact factor: 3.270

8.  Histograms of Oriented 3D Gradients for Fully Automated Fetal Brain Localization and Robust Motion Correction in 3 T Magnetic Resonance Images.

Authors:  Ahmed Serag; Gillian Macnaught; Fiona C Denison; Rebecca M Reynolds; Scott I Semple; James P Boardman
Journal:  Biomed Res Int       Date:  2017-01-30       Impact factor: 3.411

9.  PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI.

Authors:  Amir Alansary; Martin Rajchl; Steven G McDonagh; Maria Murgasova; Mellisa Damodaram; David F A Lloyd; Alice Davidson; Mary Rutherford; Joseph V Hajnal; Daniel Rueckert; Bernhard Kainz
Journal:  IEEE Trans Med Imaging       Date:  2017-09-01       Impact factor: 10.048

10.  Fetal neurodevelopmental recovery in donors after laser surgery for twin-twin transfusion syndrome.

Authors:  Vidya Rajagopalan; Karam Ashouri; Arlyn Llanes; Douglas L Vanderbilt; Natasha Lepore; Stefan Bluml; Hollie A Lai; Jessica Wisnowski; Andrew H Chon; Ramen H Chmait
Journal:  Prenat Diagn       Date:  2020-11-26       Impact factor: 3.050

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