Residual Deep Convolutional Neural Network Predicts MGMT Methylation Status.

Predicting methylation of the O6-methylguanine methyltransferase (MGMT) gene status utilizing MRI imaging is of high importance since it is a predictor of response and prognosis in brain tumors. In this study, we compare three different residual deep neural network (ResNet) architectures to evaluate...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 30; no. 5; pp. 622 - 629
Autores principales: Korfiatis, Panagiotis, Kline, Timothy, Lachance, Daniel, Parney, Ian, Buckner, Jan, Erickson, Bradley
Formato: diagnostic images research tables/charts Journal Article
Publicado: Springer Nature Oct2017
Acceso en línea:Ver este registro en EBSCOhost