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ABC in Nuclear Imaging

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arxiv 1607.08678 v1 pith:E7FLZ6OU submitted 2016-07-29 stat.AP

classification stat.AP
keywords estimationimagingconsidermethodsalgorithmanalysisapplicationapproach
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We consider the application of approximate Bayesian Computation (ABC) in the context of medical imaging data. We consider the parameter estimation of compartmental models in PET imaging analysis, and provide a simple ABC algorithm for its estimation. We demonstrate the utility of the proposed estimation methods on a neurotransmitter response model, and compare our approach to existing methods.

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