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GATESynergy is a novel deep learning framework for predicting drug synergy that combines a hierarchical gated gene-aware encoder (HiGate) with a molecular global-local aggregator (MoGLA) that uses global query summarization to efficiently fuse drug-drug-cell line representations and capture diverse synergistic interact...
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