Classification of glioblastoma versus primary central nervous system lymphoma using convolutional neural networks

A subset of primary central nervous system lymphomas (PCNSL) are difficult to distinguish from glioblastoma multiforme (GBM) on magnetic resonance imaging (MRI). We developed a convolutional neural network (CNN) to distinguish these tumors on contrast-enhanced T(1)-weighted images. Preoperative brai...

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Detalles Bibliográficos
Autores principales: McAvoy, Malia, Prieto, Paola Calvachi, Kaczmarzyk, Jakub R., Fernández, Iván Sánchez, McNulty, Jack, Smith, Timothy, Yu, Kun-Hsing, Gormley, William B., Arnaout, Omar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8313677/
https://www.ncbi.nlm.nih.gov/pubmed/34312463
http://dx.doi.org/10.1038/s41598-021-94733-0

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