Incorporating Non-rigid Registration into Expectation Maximization Algorithm to Segment MR Images

The paper introduces an algorithm which allows the automatic segmentation of multi channel magnetic resonance images. We extended the Expectation Maximization-Mean Field Approximation Segmenter, to include Local Prior Probability Maps. Thereby our algorithm estimates the bias field in the image whil...

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Detalles Bibliográficos
Publicado en:Med Image Comput Comput Assist Interv
Main Authors: Pohl, Kilian M, Wells, William M., Guimond, Alexandre, Kasai, Kiyoto, Shenton, Martha E., Kikinis, Ron, Grimson, W. Eric L., Warfield, Simon K.
Formato: Artigo
Idioma:Inglês
Publicado: 2002
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Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5470604/
https://ncbi.nlm.nih.gov/pubmed/28626841
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/3-540-45786-0_70
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