A machine learning toolkit for reproducible research in anticoagulant dose estimation.
Reinforcement learning models for warfarin dose online estimation
Contextual Bandit algorithms for Warfarin Treatment
A curated list of awesome open-source projects, research, and resources for Warfarin Projects.
Enhancing Warfarin Dosage Prediction using Ensemble Sampling
Official code for WarfaRisk — a reproducible, ancestry-stratified ML pipeline for warfarin dose prediction on the IWPC pharmacogenomic cohorts. Best model: MAE 8.55 mg/week, R²=0.475 (IWPC-6256) / R²=0.480 (IWPC-1780). Nested clinical/genetic ablation, conformal calibration with subgroup fairness reporting, SHAP/EBM explainability.
Interactive R framework for Warfarin / Human Serum Albumin molecular dynamics and pharmacokinetic simulation.
Scripts for setting up a website that can be used to track your warfarin medication.
Pharmacogenetic analysis of VKORC1 variants rs9923231 and rs9934438 across ancestry groups in admixed Colombian populations — implications for warfarin dosing
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