Literature DB >> 19888446

STATISTICAL SHAPE ANALYSIS OF BRAIN STRUCTURES USING SPHERICAL WAVELETS.

D Nain1, M Styner, M Niethammer, J J Levitt, M E Shenton, G Gerig, A Bobick, A Tannenbaum.   

Abstract

We present a novel method of statistical surface-based morphometry based on the use of non-parametric permutation tests and a spherical wavelet (SWC) shape representation. As an application, we analyze two brain structures, the caudate nucleus and the hippocampus, and compare the results obtained to shape analysis using a sampled point representation. Our results show that the SWC representation indicates new areas of significance preserved under the FDR correction for both the left caudate nucleus and left hippocampus. Additionally, the spherical wavelet representation provides a natural way to interpret the significance results in terms of scale in addition to knowing the spatial location of the regions.

Year:  2007        PMID： 19888446      PMCID： PMC2771415          DOI： 10.1109/isbi.2007.356825

Source DB:  PubMed          Journal:  Proc IEEE Int Symp Biomed Imaging        ISSN： 1945-7928


  7 in total

1.  Segmentation, registration, and measurement of shape variation via image object shape.

Authors:  S M Pizer; D S Fritsch; P A Yushkevich; V E Johnson; E L Chaney
Journal:  IEEE Trans Med Imaging       Date:  1999-10       Impact factor: 10.048

2.  MRI study of caudate nucleus volume and its cognitive correlates in neuroleptic-naive patients with schizotypal personality disorder.

Authors:  James J Levitt; Robert W McCarley; Chandlee C Dickey; Martina M Voglmaier; Margaret A Niznikiewicz; Larry J Seidman; Yoshio Hirayasu; Aleksandra A Ciszewski; Ron Kikinis; Ferenc A Jolesz; Martha E Shenton
Journal:  Am J Psychiatry       Date:  2002-07       Impact factor: 18.112

3.  Framework for the Statistical Shape Analysis of Brain Structures using SPHARM-PDM.

Authors:  Martin Styner; Ipek Oguz; Shun Xu; Christian Brechbühler; Dimitrios Pantazis; James J Levitt; Martha E Shenton; Guido Gerig
Journal:  Insight J       Date:  2006

4.  Morphometric analysis of lateral ventricles in schizophrenia and healthy controls regarding genetic and disease-specific factors.

Authors:  Martin Styner; Jeffrey A Lieberman; Robert K McClure; Daniel R Weinberger; Douglas W Jones; Guido Gerig
Journal:  Proc Natl Acad Sci U S A       Date:  2005-03-16       Impact factor: 11.205

5.  Multiscale 3D shape analysis using spherical wavelets.

Authors:  Delphine Nain; Steven Haker; Aaron Bobick; Allen R Tannenbaum
Journal:  Med Image Comput Comput Assist Interv       Date:  2005

6.  Boundary and medial shape analysis of the hippocampus in schizophrenia.

Authors:  Martin Styner; Jeffrey A Lieberman; Dimitrios Pantazis; Guido Gerig
Journal:  Med Image Anal       Date:  2004-09       Impact factor: 8.545

7.  Reduction of caudate nucleus volumes in neuroleptic-naïve female subjects with schizotypal personality disorder.

Authors:  Min-Seong Koo; James J Levitt; Robert W McCarley; Larry J Seidman; Chandlee C Dickey; Margaret A Niznikiewicz; Martina M Voglmaier; Payman Zamani; Katherine R Long; Sunnie S Kim; Martha E Shenton
Journal:  Biol Psychiatry       Date:  2006-02-07       Impact factor: 13.382
  7 in total
  8 in total

1.  Principal component based diffeomorphic surface mapping.

Authors:  Anqi Qiu; Laurent Younes; Michael I Miller
Journal:  IEEE Trans Med Imaging       Date:  2011-09-19       Impact factor: 10.048

2.  Global medical shape analysis using the Laplace-Beltrami spectrum.

Authors:  Marc Niethammer; Martin Reuter; Franz-Erich Wolter; Sylvain Bouix; Niklas Peinecke; Min-Seong Koo; Martha E Shenton
Journal:  Med Image Comput Comput Assist Interv       Date:  2007

3.  Shape modeling and analysis with entropy-based particle systems.

Authors:  Joshua Cates; P Thomas Fletcher; Martin Styner; Martha Shenton; Ross Whitaker
Journal:  Inf Process Med Imaging       Date:  2007

4.  General multivariate linear modeling of surface shapes using SurfStat.

Authors:  Moo K Chung; Keith J Worsley; Brendon M Nacewicz; Kim M Dalton; Richard J Davidson
Journal:  Neuroimage       Date:  2010-07-08       Impact factor: 6.556

5.  Unified heat kernel regression for diffusion, kernel smoothing and wavelets on manifolds and its application to mandible growth modeling in CT images.

Authors:  Moo K Chung; Anqi Qiu; Seongho Seo; Houri K Vorperian
Journal:  Med Image Anal       Date:  2015-03-02       Impact factor: 8.545

6.  Laplace-Beltrami Eigenvalues and Topological Features of Eigenfunctions for Statistical Shape Analysis.

Authors:  Martin Reuter; Franz-Erich Wolter; Martha Shenton; Marc Niethammer
Journal:  Comput Aided Des       Date:  2009-10-01       Impact factor: 3.027

7.  Topographic localization of brain activation in diffuse optical imaging using spherical wavelets.

Authors:  F Abdelnour; B Schmidt; T J Huppert
Journal:  Phys Med Biol       Date:  2009-10-07       Impact factor: 3.609

8.  Tracing social interactions in Pleistocene North America via 3D model analysis of stone tool asymmetry.

Authors:  Sabrina B Sholts; Joseph A M Gingerich; Stefan Schlager; Dennis J Stanford; Sebastian K T S Wärmländer
Journal:  PLoS One       Date:  2017-07-12       Impact factor: 3.240
  8 in total

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