Laplacian-based Regularized Statistical ApproachAssociation of Gray Matter Imaging Markers with Alco

来源 :数学统计在医学成像及大数据应用的集成方法研讨会(MSMIA2016) | 被引量 : 0次 | 上传用户：lilycasey

【摘要】

：

　　Majority of multimodal neuroimaging studies are analyzed separately for each modality.Importantly,statistical methods that simultaneously assess multi-modal

【作者】

：

Jaroslaw Harezlak

【机构】

：

IndianaUniversitySchoolofPublicHealth-Bloomington,USA

【出处】

：

数学统计在医学成像及大数据应用的集成方法研讨会(MSMIA2016)

【发表日期】

：

2016年12期

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　　Majority of multimodal neuroimaging studies are analyzed separately for each modality.Importantly,statistical methods that simultaneously assess multi-modal data provide a more integrative and comprehensive understanding of the brain.We propose an extension to the statistical regularization methods in the linear model setting with a Laplacian-based penalty operator.

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