UMCA-Net: Uncertainty-aware multi-stage cross-attention for cost-aware multi-omics data classification
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Multi-omics data integration holds great promise for precision medicine, yet its clinical adoption is hindered by high acquisition costs and the complexity of heterogeneous data representations. To address these challenges, we propose an uncertainty-aware mult... ...
