Robust shape prior modeling based on Gaussian-Bernoulli restricted Boltzmann Machine

ISBI, pp. 270-273, 2014.

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Keywords:
imaging artifactssynthetic data modelBoltzmann machinesdiagnostic radiographymedical image analysisMore(19+)

Abstract:

Shape information is essential in medical image analysis as the anatomical structures usually have strong shape characteristics. Shape priors can resolve ambiguities when the low level appearance is weak or misleading due to imaging artifacts and diseases. In this paper, we propose a shape prior model based on the Gaussian-Bernoulli Restr...More

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