Expectation-Maximization with Image-Weighted Markov Random Fields to Handle Severe Pathology

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Expectation-Maximization with Image-Weighted Markov Random Fields to Handle Severe Pathology

This paper describes an automatic tissue segmentation algorithm for brain MRI of children with cerebral palsy (CP) who exhibit severe cortical malformations. Many of the currently popular brain segmentation techniques rely on registered atlas priors and so generalize poorly to severely injured data...

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Bibliographic Details
Main Authors:	Pagnozzi, A., Dowson, N., Bradley, A., Boyd, Roslyn, Bourgeat, P., Rose, S.
Format:	Conference Paper
Published:	2016
Online Access:	http://hdl.handle.net/20.500.11937/31119

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