Entropy-Guided Sample-Specific Feature Selection for Robust Incomplete Multi-Omics Learning in Gut Microbiome Disease Prediction and Biomarker Discovery
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The rapid advancement of multi-omics integration facilitates deep insights into complex diseases. However, incomplete modalities, heterogeneity, and high dimensionality hinder robust analysis. To address these limitations, we propose entropy-guided sample-spec... ...
