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BreastSubtypeR - Cohort-aware methods for intrinsic molecular subtyping of breast cancer
BreastSubtypeR provides an assumption-aware, multi-method framework for intrinsic molecular subtyping of breast cancer. The package harmonizes several published nearest-centroid (NC) and single-sample predictor (SSP) classifiers, supplies method-specific preprocessing and robust probe-to-gene mapping, and implements a cohort-aware AUTO mode that selectively enables classifiers compatible with the cohort composition. A local Shiny app (iBreastSubtypeR) is included for interactive analyses and to support users without programming experience.
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rnaseqsoftwaregeneexpressionclassificationpreprocessingvisualizationbioconductorbioindormaticsbreast-cancermolecular-subtypingpam50pam50classifiershiny
5.89 score 6 stars 13 scripts 357 downloads