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

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

Abstract 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 T1-weighted images. Preoperati...

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Autores principales: Malia McAvoy, Paola Calvachi Prieto, Jakub R. Kaczmarzyk, Iván Sánchez Fernández, Jack McNulty, Timothy Smith, Kun-Hsing Yu, William B. Gormley, Omar Arnaout
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/da2c5c71d6d94a5cb919d989bc06e0db
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