Article
Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas.
AJNR. American journal of neuroradiology - 1 Jul 2018
Chang P, Grinband J, Weinberg B D, Bardis M, Khy M, Cadena G, Su M-Y, Cha S, Filippi C G, Bota D, Baldi P, Poisson L M, Jain R, Chow D
Abstract excerpt
BACKGROUND AND PURPOSE: The World Health Organization has recently placed new emphasis on the integration of genetic information for gliomas. While tissue sampling remains the criterion standard, noninvasive imaging techniques may provide complimentary insight into clinically relevant genetic mutations. Our aim was to train a convolutional neural network to independently predict underlying molecular genetic...
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