Task-specific gating of MRI, histopathology, and radiology-report embeddings reaches 0.801 mean macro-F1 on MEDIQA-CORE 2026 glioma subtyping, beating the 0.796 baseline only when histopathology is available.
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DS@GT ARC at MEDIQA-CORE-Task-1 2026: Trimodal Model Fusion with Task-Specific Gates for Brain Tumor Subtype Classification
Task-specific gating of MRI, histopathology, and radiology-report embeddings reaches 0.801 mean macro-F1 on MEDIQA-CORE 2026 glioma subtyping, beating the 0.796 baseline only when histopathology is available.