Machine learning reveals diverse cell death patterns in colorectal cancer prognosis and therapy

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1A machine-learning-derived multi-cell death mode signature predicts melanoma prognosis and reveals an immune-cold tumor microenvironment2026
2. 2Integrated multi-omics and machine learning reveal an immunogenic cell death-related signature for prognostic stratification and therapeutic optimization in colorectal cancer2025 · 6 citations
3. 3Integrated machine learning analysis of 30 cell death patterns identifies a novel prognostic signature in glioma2025 · 1 citations
4. 4Machine learning–driven transcriptomic and single-cell profiling of programed cell death patterns in colon cancer2026
5. 5Screening and Validation of Genes Associated With Lysosomal‐Dependent Cell Death in Colorectal Cancer2025