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.
Enhanced Segmentation of Glioma Subregions via Modality-Aware Encoding and Channel-Wise Attention in Multimodal MRI
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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.