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AI SkillData & Analytics

external-model-validation

Use when validating an existing prognostic risk signature on an external bulk expression cohort with survival outcomes, producing risk scores, Kaplan-Meier curves, risk distribution plots, heatmap, and time-dependent ROC curves. NOT for: model training, feature selection, nomogram construction, calibration analysis, or single-cell data.

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What is this resource?

Use when validating an existing prognostic risk signature on an external bulk expression cohort with survival outcomes, producing risk scores, Kaplan-Meier curves, risk distribution plots, heatmap, and time-dependent ROC curves. NOT for: model training, feature selection, nomogram construction, calibration analysis, or single-cell data.

Review the original project for installation steps, licenses, compatibility and updates. This directory provides discovery links, not downloadable or verified code.

Installation

For repositories supported by the Skills CLI, you can typically start with:

npx skills add aipoch/medical-research-skills

Check the repository instructions and select the intended skill before installing. This command may not apply to every source.

Safety & attribution

This is an external resource, not independently security-audited by this directory. Inspect permissions, scripts and changes before using it with your files or accounts.