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A new meta-analytic method for neuroimaging studies that combines reported peak coordinates and statistical parametric maps

Identifieur interne : 001B58 ( PascalFrancis/Curation ); précédent : 001B57; suivant : 001B59

A new meta-analytic method for neuroimaging studies that combines reported peak coordinates and statistical parametric maps

Auteurs : J. Radua [Royaume-Uni, Espagne] ; D. Mataix-Cols [Royaume-Uni] ; M. L. Phillips [États-Unis, Royaume-Uni] ; W. El-Hage [France] ; D. M. Kronhaus [Royaume-Uni] ; N. Cardoner [Espagne] ; S. Surguladze [Royaume-Uni]

Source :

RBID : Pascal:12-0442295

Descripteurs français

English descriptors

Abstract

Meta-analyses are essential to summarize the results of the growing number of neuroimaging studies in psychiatry, neurology and allied disciplines. Image-based meta-analyses use full image information (i.e. the statistical parametric maps) and well-established statistics, but images are rarely available making them highly unfeasible. Peak-probability meta-analyses such as activation likelihood estimation (ALE) or multilevel kernel density analysis (MKDA) are more feasible as they only need reported peak coordinates. Signed-differences methods, such as signed differential mapping (SDM) build upon the positive features of existing peak-probability methods and enable meta-analyses of studies comparing patients with controls. In this paper we present a new version of SDM, named Effect Size SDM (ES-SDM), which enables the combination of statistical parametric maps and peak coordinates and uses well-established statistics. We validated the new method by comparing the results of an ES-SDM meta-analysis of studies on the brain response to fearful faces with the results of a pooled analysis of the original individual data. The results showed that ES-SDM is a valid and reliable coordinate-based method, whose performance might be additionally increased by including statistical parametric maps. We anticipate that ES-SDM will be a helpful tool for researchers in the fields of psychiatry, neurology and allied disciplines.
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A08 01  1  ENG  @1 A new meta-analytic method for neuroimaging studies that combines reported peak coordinates and statistical parametric maps
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A11 02  1    @1 MATAIX-COLS (D.)
A11 03  1    @1 PHILLIPS (M. L.)
A11 04  1    @1 EL-HAGE (W.)
A11 05  1    @1 KRONHAUS (D. M.)
A11 06  1    @1 CARDONER (N.)
A11 07  1    @1 SURGULADZE (S.)
A14 01      @1 Department of psychosis Studies, institute of psychiatry, King's College London, PO 69 @2 London, SE5 8AF @3 GBR @Z 1 aut. @Z 2 aut. @Z 7 aut.
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A14 03      @1 Department of psychiatry, western psychiatric institute and clinic, university of Pittsburgh school of medicine @2 Pittsburgh @3 USA @Z 3 aut.
A14 04      @1 Department of psychological medicine, Cardiff university school of medicine @2 Cardiff @3 GBR @Z 3 aut.
A14 05      @1 Inserm U930 ERL CNRS 3106, universite François-Rabelais @2 Tours @3 FRA @Z 4 aut.
A14 06      @1 Cygnet Health Care @3 GBR @Z 5 aut. @Z 7 aut.
A14 07      @1 Despartment of psychiatry, Bellvitge university hospital-IDIBELL, CIBERSAM @2 Barcelona @3 ESP @Z 6 aut.
A20       @1 605-611
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A44       @0 0000 @1 © 2012 INIST-CNRS. All rights reserved.
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C01 01    ENG  @0 Meta-analyses are essential to summarize the results of the growing number of neuroimaging studies in psychiatry, neurology and allied disciplines. Image-based meta-analyses use full image information (i.e. the statistical parametric maps) and well-established statistics, but images are rarely available making them highly unfeasible. Peak-probability meta-analyses such as activation likelihood estimation (ALE) or multilevel kernel density analysis (MKDA) are more feasible as they only need reported peak coordinates. Signed-differences methods, such as signed differential mapping (SDM) build upon the positive features of existing peak-probability methods and enable meta-analyses of studies comparing patients with controls. In this paper we present a new version of SDM, named Effect Size SDM (ES-SDM), which enables the combination of statistical parametric maps and peak coordinates and uses well-established statistics. We validated the new method by comparing the results of an ES-SDM meta-analysis of studies on the brain response to fearful faces with the results of a pooled analysis of the original individual data. The results showed that ES-SDM is a valid and reliable coordinate-based method, whose performance might be additionally increased by including statistical parametric maps. We anticipate that ES-SDM will be a helpful tool for researchers in the fields of psychiatry, neurology and allied disciplines.
C02 01  X    @0 002B18
C03 01  X  FRE  @0 Métaanalyse @5 01
C03 01  X  ENG  @0 Metaanalysis @5 01
C03 01  X  SPA  @0 Meta-análisis @5 01
C03 02  X  FRE  @0 Article synthèse @5 02
C03 02  X  ENG  @0 Review @5 02
C03 02  X  SPA  @0 Artículo síntesis @5 02
C03 03  X  FRE  @0 Méthode paramétrique @5 03
C03 03  X  ENG  @0 Parametric method @5 03
C03 03  X  SPA  @0 Método paramétrico @5 03
C03 04  X  FRE  @0 Cartographie @5 04
C03 04  X  ENG  @0 Cartography @5 04
C03 04  X  SPA  @0 Cartografía @5 04
C03 05  X  FRE  @0 Imagerie cérébrale @4 CD @5 96
C03 05  X  ENG  @0 Neuroimaging @4 CD @5 96
C03 05  X  SPA  @0 Imágenes del cerebro @4 CD @5 96
N21       @1 345
N44 01      @1 OTO
N82       @1 OTO

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<div type="abstract" xml:lang="en">Meta-analyses are essential to summarize the results of the growing number of neuroimaging studies in psychiatry, neurology and allied disciplines. Image-based meta-analyses use full image information (i.e. the statistical parametric maps) and well-established statistics, but images are rarely available making them highly unfeasible. Peak-probability meta-analyses such as activation likelihood estimation (ALE) or multilevel kernel density analysis (MKDA) are more feasible as they only need reported peak coordinates. Signed-differences methods, such as signed differential mapping (SDM) build upon the positive features of existing peak-probability methods and enable meta-analyses of studies comparing patients with controls. In this paper we present a new version of SDM, named Effect Size SDM (ES-SDM), which enables the combination of statistical parametric maps and peak coordinates and uses well-established statistics. We validated the new method by comparing the results of an ES-SDM meta-analysis of studies on the brain response to fearful faces with the results of a pooled analysis of the original individual data. The results showed that ES-SDM is a valid and reliable coordinate-based method, whose performance might be additionally increased by including statistical parametric maps. We anticipate that ES-SDM will be a helpful tool for researchers in the fields of psychiatry, neurology and allied disciplines.</div>
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   |texte=   A new meta-analytic method for neuroimaging studies that combines reported peak coordinates and statistical parametric maps
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