Multi-Disease Segmentation of Gliomas and White Matter Hyperintensities in the BraTS Data Using a 3D Convolutional Neural Network

An important challenge in segmenting real-world biomedical imaging data is the presence of multiple disease processes within individual subjects. Most adults above age 60 exhibit a variable degree of small vessel ischemic disease, as well as chronic infarcts, which will manifest as white matter hype...

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Detalles Bibliográficos
Publicado en:Front Comput Neurosci
Main Authors: Rudie, Jeffrey D., Weiss, David A., Saluja, Rachit, Rauschecker, Andreas M., Wang, Jiancong, Sugrue, Leo, Bakas, Spyridon, Colby, John B.
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2019
Assuntos:
Neuroscience
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6933520/
https://ncbi.nlm.nih.gov/pubmed/31920609
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2019.00084
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