decision-curve-analysis
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Python package for Andrew Vickers' Decision Curve Analysis method to evaluate prediction models and diagnostic tests
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Oct 24, 2025 - Python
Reproduce the results from the paper: "Decision Curve Analysis for Personalized Treatment Choice between Multiple Options. K. Chalkou, et. al. Med Decis Making . 2023 Apr;43(3):337-349. doi: 10.1177/0272989X221143058." This methodological paper describes the methods for evaluating the clinical utility of prediction model with multiple treatments.
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Jul 21, 2023 - R
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Apr 14, 2024 - HTML
End-to-end tabular ML pipeline: example dataset + single script to train and evaluate all models, SHAP explainability, and cross-model consistency analysis.
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Dec 4, 2025 - Python
Predicting diabetes risk from BRFSS health indicators with interpretable ML, threshold optimization, and bias/subgroup analysis.
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Oct 17, 2025 - Jupyter Notebook
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