Source: https://github.com/aipoch/medical-research-skills

Time-Dependent ROC Analysis

Use this skill to compute and plot time-dependent ROC curves for survival outcomes.

Use This Skill When

• You have survival data with futime and fustat columns.
• You need time-specific ROC curves and AUC values for a numeric risk marker.
• You want a command-line workflow with parameter validation and standardized outputs.
• Your file contains a numeric marker column named risk_score, or you will provide another marker explicitly with --marker_col.

Primary Command