Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients

    IEEE Transactions on Medical Imaging, pp. 2100-2109, 2020.

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    Keywords:
    TumorsMagnetic resonance imagingGenomicsBioinformaticsFeature extractionMore(2+)

    Abstract:

    Glioblastoma (GBM) is the most common and deadly malignant brain tumor. For personalized treatment, an accurate pre-operative prognosis for GBM patients is highly desired. Recently, many machine learning-based methods have been adopted to predict overall survival (OS) time based on the pre-operative mono- or multi-modal imaging phenotype....More

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