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NIMG-96. DEEP LEARNING FOR SURVIVAL PREDICTING IN IDH WILD-TYPE GLIOMAS

BACKGROUND: Deep learning through convolutional neural networks (CNN) has recently emerged as a top-performing machine-learning algorithm across various image classification tasks. OBJECTIVES: We propose a CNN approach that integrates multimodal MRI data, tumor volumetrics, and Karnofsky performance...

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發表在:Neuro Oncol
Main Authors: Chang, Peter, Chow, Daniel, Bota, Daniela, Poisson, Laila, Filippi, Christopher, Jain, Rajan
格式: Artigo
語言:Inglês
出版: Oxford University Press 2017
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5692248/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/neuonc/nox168.665
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