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A Generative Model for Brain Tumor Segmentation in Multi-Modal Images

We introduce a generative probabilistic model for segmentation of tumors in multi-dimensional images. The model allows for different tumor boundaries in each channel, reflecting difference in tumor appearance across modalities. We augment a probabilistic atlas of healthy tissue priors with a latent...

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Detalles Bibliográficos
Main Authors: Menze, Bjoern H., Van Leemput, Koen, Lashkari, Danial, Weber, Marc-André, Ayache, Nicholas, Golland, Polina
Formato: Artigo
Idioma:Inglês
Publicado: 2010
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3050038/
https://ncbi.nlm.nih.gov/pubmed/20879310
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