Literature DB >> 12507441

Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration.

Dinggang Shen1, Christos Davatzikos.   

Abstract

This article presents a very high-resolution voxel-based morphometric method, by using a mass-preserving deformation mechanism and a fully automated spatial normalization approach, referred to as HAMMER. By using a hierarchical attribute-based deformation strategy, HAMMER partly overcomes limitations of several existing spatial normalization methods, and it achieves a level of accuracy that makes possible morphometric measurements of spatial specificity close to the voxel dimensions. The proposed method is validated by a series of experiments, with both simulated and real brain images.

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Year:  2003        PMID: 12507441     DOI: 10.1006/nimg.2002.1301

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  65 in total

1.  Disease prediction in the at-risk mental state for psychosis using neuroanatomical biomarkers: results from the FePsy study.

Authors:  Nikolaos Koutsouleris; Stefan Borgwardt; Eva M Meisenzahl; Ronald Bottlender; Hans-Jürgen Möller; Anita Riecher-Rössler
Journal:  Schizophr Bull       Date:  2011-11-10       Impact factor: 9.306

2.  Semi-supervised pattern classification of medical images: application to mild cognitive impairment (MCI).

Authors:  Roman Filipovych; Christos Davatzikos
Journal:  Neuroimage       Date:  2010-12-31       Impact factor: 6.556

3.  Groupwise registration by hierarchical anatomical correspondence detection.

Authors:  Guorong Wu; Qian Wang; Hongjun Jia; Dinggang Shen
Journal:  Med Image Comput Comput Assist Interv       Date:  2010

4.  Ensemble sparse classification of Alzheimer's disease.

Authors:  Manhua Liu; Daoqiang Zhang; Dinggang Shen
Journal:  Neuroimage       Date:  2012-01-14       Impact factor: 6.556

5.  Statistical atlas of acute stroke from magnetic resonance diffusion-weighted-images of the brain.

Authors:  Michel Bilello; Zhiqiang Lao; Jaroslaw Krejza; Argye E Hillis; Edward H Herskovits
Journal:  Neuroinformatics       Date:  2006

6.  Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study.

Authors:  Yong Fan; Raquel E Gur; Ruben C Gur; Xiaoying Wu; Dinggang Shen; Monica E Calkins; Christos Davatzikos
Journal:  Biol Psychiatry       Date:  2007-06-06       Impact factor: 13.382

7.  Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure.

Authors:  Brian S Schwartz; Sining Chen; Brian Caffo; Walter F Stewart; Karen I Bolla; David Yousem; Christos Davatzikos
Journal:  Neuroimage       Date:  2007-06-02       Impact factor: 6.556

8.  Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI.

Authors:  Chandan Misra; Yong Fan; Christos Davatzikos
Journal:  Neuroimage       Date:  2008-11-05       Impact factor: 6.556

9.  Development and initial testing of normal reference MR images for the brain at ages 65-70 and 75-80 years.

Authors:  C Farrell; F Chappell; P A Armitage; P Keston; A Maclullich; S Shenkin; J M Wardlaw
Journal:  Eur Radiol       Date:  2008-08-09       Impact factor: 5.315

10.  Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization.

Authors:  Aristeidis Sotiras; Susan M Resnick; Christos Davatzikos
Journal:  Neuroimage       Date:  2014-12-12       Impact factor: 6.556

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