Ensemble of machine learning algorithms using the stacked generalization approach to estimate the warfarin dose

Significantly Improving the Prediction of Molecular Atomization Energies by an Ensemble of Machine Learning Algorithms and Rescanning Input Space: A Stacked Generalization Approach

(2018) Ruobing Wang   Journal of Physical Chemistry C

Effect of Genotype-Guided Warfarin Dosing on Clinical Events and Anticoagulation Control Among Patients Undergoing Hip or Knee Arthroplasty

(2017) Brian F. Gage et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database

(2015) Rong Liu et al.   PLoS One

Clinical Practice Recommendations on Genetic Testing of CYP2C9 and VKORC1 Variants in Warfarin Therapy

(2015) Kaitlyn Shaw et al.   THERAPEUTIC DRUG MONITORING

Improvement of Adequate Use of Warfarin for the Elderly Using Decision Tree-based Approaches

(2013) K. E. Liu et al.   METHODS OF INFORMATION IN MEDICINE

A Pharmacogenetic versus a Clinical Algorithm for Warfarin Dosing

(2013) Stephen E. Kimmel et al.   NEW ENGLAND JOURNAL OF MEDICINE

Prediction of optimal warfarin maintenance dose using advanced artificial neural networks

(2013) Enzo Grossi et al.   PHARMACOGENOMICS

Predicting warfarin dosage from clinical data: A supervised learning approach

(2012) Ya-Han Hu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A Randomized and Clinical Effectiveness Trial Comparing Two Pharmacogenetic Algorithms and Standard Care for Individualizing Warfarin Dosing (CoumaGen-II)

(2012) Jeffrey L. Anderson et al.   CIRCULATION

Warfarin Pharmacogenetics

(2012) Julie A. Johnson   CIRCULATION

Warfarin pharmacogenetics: a single VKORC1 polymorphism is predictive of dose across 3 racial groups

(2010) N. A. Limdi et al.   BLOOD

Integration of Genetic, Clinical, and INR Data to Refine Warfarin Dosing

(2010) P Lenzini et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Estimation of the Warfarin Dose with Clinical and Pharmacogenetic Data

(2009)   NEW ENGLAND JOURNAL OF MEDICINE

Warfarin Pharmacogenetics: CYP2C9 and VKORC1 Genotypes Predict Different Sensitivity and Resistance Frequencies in the Ashkenazi and Sephardi Jewish Populations

(2008) Stuart A. Scott et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Use of Pharmacogenetic and Clinical Factors to Predict the Therapeutic Dose of Warfarin

(2008) BF Gage et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS