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biomarker-pipeline

separate

End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, leakage-safe cross-validation, calibration, and SHAP interpretation. Use when building and validating diagnostic or prognostic biomarker signatures from omics data.

When to use

• building diagnostic biomarker signatures
• building prognostic biomarker signatures
• feature selection with Boruta/LASSO
• leakage-safe cross-validation
• model calibration
• SHAP interpretation
• validating biomarker panels from omics data

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