Literature DB >> 20711423

Diffeomorphic Matching of Diffusion Tensor Images.

Yan Cao1, Michael I Miller, Susumu Mori, Raimond L Winslow, Laurent Younes.   

Abstract

This paper proposes a method to match diffusion tensor magnetic resonance images (DT-MRI) through the large deformation diffeomorphic metric mapping of tensor fields on the image volume, resulting in optimizing for geodesics on the space of diffeomorphisms connecting two diffusion tensor images. A coarse to fine multi-resolution and multi-kernel-width scheme is detailed, to reduce both ambiguities and computation load. This is illustrated by numerical experiments on DT-MRI brain and images.

Year:  2006        PMID: 20711423      PMCID: PMC2920614          DOI: 10.1109/CVPRW.2006.65

Source DB:  PubMed          Journal:  Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit        ISSN: 1063-6919


  10 in total

1.  Diffusion magnetic resonance imaging: its principle and applications.

Authors:  S Mori; P B Barker
Journal:  Anat Rec       Date:  1999-06-15

2.  Spatial transformations of diffusion tensor magnetic resonance images.

Authors:  D C Alexander; C Pierpaoli; P J Basser; J C Gee
Journal:  IEEE Trans Med Imaging       Date:  2001-11       Impact factor: 10.048

3.  Nonrigid registration of 3D tensor medical data.

Authors:  J Ruiz-Alzola; C-F Westin; S K Warfield; C Alberola; S Maier; R Kikinis
Journal:  Med Image Anal       Date:  2002-06       Impact factor: 8.545

4.  From the diffusion coefficient to the diffusion tensor.

Authors:  Denis Le Bihan; Peter van Zijl
Journal:  NMR Biomed       Date:  2002 Nov-Dec       Impact factor: 4.044

5.  Diffusion tensor MR imaging of the human brain.

Authors:  C Pierpaoli; P Jezzard; P J Basser; A Barnett; G Di Chiro
Journal:  Radiology       Date:  1996-12       Impact factor: 11.105

6.  A rigorous framework for diffusion tensor calculus.

Authors:  P G Batchelor; M Moakher; D Atkinson; F Calamante; A Connelly
Journal:  Magn Reson Med       Date:  2005-01       Impact factor: 4.668

7.  Large deformation diffeomorphic metric mapping of vector fields.

Authors:  Yan Cao; Michael I Miller; Raimond L Winslow; Laurent Younes
Journal:  IEEE Trans Med Imaging       Date:  2005-09       Impact factor: 10.048

8.  Fiber tract-oriented statistics for quantitative diffusion tensor MRI analysis.

Authors:  Isabelle Corouge; P Thomas Fletcher; Sarang Joshi; John H Gilmore; Guido Gerig
Journal:  Med Image Comput Comput Assist Interv       Date:  2005

9.  Histological validation of myocardial microstructure obtained from diffusion tensor magnetic resonance imaging.

Authors:  D F Scollan; A Holmes; R Winslow; J Forder
Journal:  Am J Physiol       Date:  1998-12

10.  Combined diffusion and strain MRI reveals structure and function of human myocardial laminar sheets in vivo.

Authors:  Jiangang Dou; Wen-Yih I Tseng; Timothy G Reese; Van J Wedeen
Journal:  Magn Reson Med       Date:  2003-07       Impact factor: 4.668

  10 in total
  20 in total

1.  Incorporating DTI data as a constraint in deformation tensor morphometry between T1 MR images.

Authors:  Colin Studholme
Journal:  Inf Process Med Imaging       Date:  2007

Review 2.  Deformable medical image registration: a survey.

Authors:  Aristeidis Sotiras; Christos Davatzikos; Nikos Paragios
Journal:  IEEE Trans Med Imaging       Date:  2013-05-31       Impact factor: 10.048

3.  Fast local trust region technique for diffusion tensor registration using exact reorientation and regularization.

Authors:  Junning Li; Yonggang Shi; Giang Tran; Ivo Dinov; Danny J J Wang; Arthur Toga
Journal:  IEEE Trans Med Imaging       Date:  2013-07-18       Impact factor: 10.048

4.  Fluid registration of diffusion tensor images using information theory.

Authors:  M C Chiang; A D Leow; A D Klunder; R A Dutton; M Barysheva; S E Rose; K L McMahon; G I de Zubicaray; A W Toga; P M Thompson
Journal:  IEEE Trans Med Imaging       Date:  2008-04       Impact factor: 10.048

5.  NTU-DSI-122: A diffusion spectrum imaging template with high anatomical matching to the ICBM-152 space.

Authors:  Yung-Chin Hsu; Yu-Chun Lo; Yu-Jen Chen; Van Jay Wedeen; Wen-Yih Isaac Tseng
Journal:  Hum Brain Mapp       Date:  2015-06-11       Impact factor: 5.038

6.  Automatic whole brain tract-based analysis using predefined tracts in a diffusion spectrum imaging template and an accurate registration strategy.

Authors:  Yu-Jen Chen; Yu-Chun Lo; Yung-Chin Hsu; Chun-Chieh Fan; Tzung-Jeng Hwang; Chih-Min Liu; Yi-Ling Chien; Ming H Hsieh; Chen-Chung Liu; Hai-Gwo Hwu; Wen-Yih Isaac Tseng
Journal:  Hum Brain Mapp       Date:  2015-06-05       Impact factor: 5.038

7.  Fast diffusion tensor registration with exact reorientation and regularization.

Authors:  Junning Li; Yonggang Shi; Giang Tran; Ivo Dinov; Danny J J Wang; Arthur W Toga
Journal:  Med Image Comput Comput Assist Interv       Date:  2012

8.  Non-rigid Registration of High Angular Resolution Diffusion Images Represented by Gaussian Mixture Fields.

Authors:  Guang Cheng; Baba C Vemuri; Paul R Carney; Thomas H Mareci
Journal:  Med Image Comput Comput Assist Interv       Date:  2009

9.  Diffusion tensor image registration using hybrid connectivity and tensor features.

Authors:  Qian Wang; Pew-Thian Yap; Guorong Wu; Dinggang Shen
Journal:  Hum Brain Mapp       Date:  2013-11-30       Impact factor: 5.038

10.  Collaborative computational anatomy: an MRI morphometry study of the human brain via diffeomorphic metric mapping.

Authors:  Michael I Miller; Carey E Priebe; Anqi Qiu; Bruce Fischl; Anthony Kolasny; Timothy Brown; Youngser Park; J Tilak Ratnanather; Evelina Busa; Jorge Jovicich; Peng Yu; Bradford C Dickerson; Randy L Buckner
Journal:  Hum Brain Mapp       Date:  2009-07       Impact factor: 5.038

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