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.
Conventional and advanced magnetic resonance imaging in patients with high-grade glioma
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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.