Multi-Omics

Multi-omics driven immune classification of colorectal cancer: Implications for immunotherapy efficacy prediction and enhancement with WNT signaling inhibition

This study established a multi-omics immune classification framework for colorectal cancer by integrating transcriptomic, mutational, and methylation features across large …

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Chu-Ling HU
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PIANOS

A normalization-free single-sample classifier for robust colorectal cancer risk stratification across platforms.

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TMO-Net

An explainable pretrained multi-omics model for transferable oncology prediction and pathway-level interpretation.