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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Bibliographic Details
Main Authors: Malia McAvoy, Paola Calvachi Prieto, Jakub R. Kaczmarzyk, Iván Sánchez Fernández, Jack McNulty, Timothy Smith, Kun-Hsing Yu, William B. Gormley, Omar Arnaout
Format: Article
Language:English
Published: Nature Publishing Group 2021-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-94733-0

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https://doi.org/10.1038/s41598-021-94733-0

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