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Bayesian Parallel Site Model with an Application to Uniformity

Bayesian Parallel Site Model with an Application to Uniformity

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hello everyone here we present an application of hierarchical bayesian regression and modeling multi-site neuroimaging data we will show how the hbr can be effectively used to derive a normative model of cortical thickness across the human lifespan and how such a model can be employed to shed the light on biological signatures of different brain disorders these days the neuroimaging studies especially in the clinical neuro-imaging domain are scaled up from small group studies and labs to national wide large population research projects nowadays the neuro imaging groups across the world join together to form big international data collection consortiums therefore clinical neuro-imaging has recently witnessed explosive growth and data availability thanks to the recent advances in data sharing standards and protocols furthermore recent advances in high-performance computing technologies such as grid computing cloud computing and gpu technologies provide us just enough computational power

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