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Accuracy of deep learning to differentiate the histopathological grading of meningiomas on MR images: A preliminary study

BACKGROUND: Grading of meningiomas is important in the choice of the most effective treatment for each patient. PURPOSE: To determine the diagnostic accuracy of a deep convolutional neural network (DCNN) in the differentiation of the histopathological grading of meningiomas from MR images. STUDY TYP...

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Detalles Bibliográficos
Autores principales: Banzato, Tommaso, Causin, Francesco, Della Puppa, Alessandro, Cester, Giacomo, Mazzai, Linda, Zotti, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Ltd 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767062/
https://www.ncbi.nlm.nih.gov/pubmed/30896065
http://dx.doi.org/10.1002/jmri.26723