Handbook of Functional MRI Data Analysis

Handbook of Functional MRI Data Analysis

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作者: Russell A. 著 , Jeanette A. 著 , Thomas E. Nichols 著

出版社: Cambridge University Press

出版时间: 2011-08

版次: 1

ISBN: 9780521517669

定价: 605.10

装帧: 精装

开本: 其他

纸张: 其他

页数: 238页

正文语种: 英语

分类: 外文古旧书>英文书>医药卫生

Functionalmagneticresonanceimaging(fMRI)hasbecomethemostpopularmethodforimagingbrainfunction.HandbookofFunctionalMRIDataAnalysisprovidesacomprehensiveandpracticalintroductiontothemethodsusedforfMRIdataanalysis.Usingminimaljargon,thisbookexplainstheconceptsbehindprocessingfMRIdata,focusingonthetechniquesthataremostcommonlyusedinthefield.ThisbookprovidesbackgroundaboutthemethodsemployedbycommondataanalysispackagesincludingFSL,SPMandAFNI.Someofthenewestcutting-edgetechniques,includingpatternclassificationanalysis,connectivitymodelingandrestingstatenetworkanalysis,arealsodiscussed.Readersofthisbook,whethernewcomerstothefieldorexperiencedresearchers,willobtainadeepandeffectiveknowledgeofhowtoemployfMRIanalysistoaskscientificquestionsandbecomemoresophisticatedusersoffMRIanalysissoftware. DrRussellA.PoldrackistheDirectoroftheImagingResearchCenterandProfessorofPsychologyandNeurobiologyattheUniversityofTexas,Austin.Hehaspublishedmorethan100articlesinthefieldofcognitiveneuroscience,injournalsincludingScience,Nature,Neuron,NatureNeuroscienceandPNAS.Heiswellknownforhiswritingsonhowneuroimagingcanbeusedtomakeinferencesaboutpsychologicalfunction,aswellasforhisresearchusingfMRIandotherimagingtechniquestounderstandthebrainsystemsthatsupportlearningandmemory,decisionmakingandexecutivefunction.DrJeanetteA.MumfordisaResearchAssistantProfessorintheDepartmentofPsychologyattheUniversityofTexas,Austin.Trainedinbiostatistics,herresearchhasfocusedonthedevelopmentandcharacterisationofnewmethodsforstatisticalmodelingandanalysisoffMRIdata.Herworkhasexaminedtheimpactofdifferentgroupmodelingstrategiesanddevelopednewtoolsformodelingnetworkstructureinresting-statefMRIdata.SheisthedeveloperofthefmriPowersoftwarepackage,whichprovidespoweranalysistoolsforfMRIdata.DrThomasE.NicholsistheHeadofNeuroimagingStatisticsattheUniversityofWarwick,UnitedKingdom.Hehasbeenworkinginfunctionalneuroimagingsince1992,whenhejoinedtheUniversityofPittsburgh'sPETFacilityasprogrammerandstatistician.Heisknownforhisworkoninferenceinbrainimaging,usingbothparametricandnonparametricmethods,andheisanactivecontributortotheFSLandSPMsoftwarepackages.In2009hereceivedtheWileyYoungInvestigatorAwardfromtheOrganizationforHumanBrainMappinginrecognitionforhiscontributionstostatisticalmodelingandinferenceofneuroimagingdata.
内容简介:
Functionalmagneticresonanceimaging(fMRI)hasbecomethemostpopularmethodforimagingbrainfunction.HandbookofFunctionalMRIDataAnalysisprovidesacomprehensiveandpracticalintroductiontothemethodsusedforfMRIdataanalysis.Usingminimaljargon,thisbookexplainstheconceptsbehindprocessingfMRIdata,focusingonthetechniquesthataremostcommonlyusedinthefield.ThisbookprovidesbackgroundaboutthemethodsemployedbycommondataanalysispackagesincludingFSL,SPMandAFNI.Someofthenewestcutting-edgetechniques,includingpatternclassificationanalysis,connectivitymodelingandrestingstatenetworkanalysis,arealsodiscussed.Readersofthisbook,whethernewcomerstothefieldorexperiencedresearchers,willobtainadeepandeffectiveknowledgeofhowtoemployfMRIanalysistoaskscientificquestionsandbecomemoresophisticatedusersoffMRIanalysissoftware.
作者简介:
DrRussellA.PoldrackistheDirectoroftheImagingResearchCenterandProfessorofPsychologyandNeurobiologyattheUniversityofTexas,Austin.Hehaspublishedmorethan100articlesinthefieldofcognitiveneuroscience,injournalsincludingScience,Nature,Neuron,NatureNeuroscienceandPNAS.Heiswellknownforhiswritingsonhowneuroimagingcanbeusedtomakeinferencesaboutpsychologicalfunction,aswellasforhisresearchusingfMRIandotherimagingtechniquestounderstandthebrainsystemsthatsupportlearningandmemory,decisionmakingandexecutivefunction.DrJeanetteA.MumfordisaResearchAssistantProfessorintheDepartmentofPsychologyattheUniversityofTexas,Austin.Trainedinbiostatistics,herresearchhasfocusedonthedevelopmentandcharacterisationofnewmethodsforstatisticalmodelingandanalysisoffMRIdata.Herworkhasexaminedtheimpactofdifferentgroupmodelingstrategiesanddevelopednewtoolsformodelingnetworkstructureinresting-statefMRIdata.SheisthedeveloperofthefmriPowersoftwarepackage,whichprovidespoweranalysistoolsforfMRIdata.DrThomasE.NicholsistheHeadofNeuroimagingStatisticsattheUniversityofWarwick,UnitedKingdom.Hehasbeenworkinginfunctionalneuroimagingsince1992,whenhejoinedtheUniversityofPittsburgh'sPETFacilityasprogrammerandstatistician.Heisknownforhisworkoninferenceinbrainimaging,usingbothparametricandnonparametricmethods,andheisanactivecontributortotheFSLandSPMsoftwarepackages.In2009hereceivedtheWileyYoungInvestigatorAwardfromtheOrganizationforHumanBrainMappinginrecognitionforhiscontributionstostatisticalmodelingandinferenceofneuroimagingdata.

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