detectPanel

R package for leakage-aware discovery and validation of small biomarker panels.

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detectPanel is an R package providing an end-to-end, leakage-aware workflow for discovering, validating and applying small biomarker panels from expression or count matrix data, with feature filtering and nested cross-validation built in to avoid inflated results. It targets bioinformatics researchers developing biomarker panels who need to guard against data leakage between discovery and validation.

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