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R. Noviyani

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Review Open access Aug 2026

Machine Learning Models for Warfarin Dose Prediction: A Systematic Review of Performance and Clinical Utility

Artificial neural networks, ensemble models, and support vector machines may improve warfarin dose prediction compared with conventional methods, but the current evidence should be interpreted cautiously.

R. Noviyani, H. Nguyen, Khang L. T. Duong et al. · 0 citations

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