Multi-view VAE fuses T1Gd and FLAIR radiomics to predict MGMT methylation status in GBM with test AUC 0.77, outperforming baseline (0.54) and tuned (0.64) radiomics models.
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The Multi-View Paradigm Shift in MRI Radiomics: Predicting MGMT Methylation in Glioblastoma
Multi-view VAE fuses T1Gd and FLAIR radiomics to predict MGMT methylation status in GBM with test AUC 0.77, outperforming baseline (0.54) and tuned (0.64) radiomics models.