Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database
Published 2015 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database
Authors
Keywords
Machine learning algorithms, Machine learning, Dose prediction methods, Algorithms, Artificial neural networks, Pharmacogenetics, Decision trees, Support vector machines
Journal
PLoS One
Volume 10, Issue 8, Pages e0135784
Publisher
Public Library of Science (PLoS)
Online
2015-08-26
DOI
10.1371/journal.pone.0135784
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Comparison of the predictive abilities of pharmacogenetics-based warfarin dosing algorithms using seven mathematical models in Chinese patients
- (2015) Xi Li et al. PHARMACOGENOMICS
- Improved accuracy of anticoagulant dose prediction using a pharmacogenetic and artificial neural network-based method
- (2013) Hussain A. Isma’eel et al. EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY
- 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
- Prediction of optimal warfarin maintenance dose using advanced artificial neural networks
- (2013) Enzo Grossi et al. PHARMACOGENOMICS
- High-dimensional pharmacogenetic prediction of a continuous trait using machine learning techniques with application to warfarin dose prediction in African Americans
- (2011) Erdal Cosgun et al. BIOINFORMATICS
- VKORC1 and CYP2C9 genotype and patient characteristics explain a large proportion of the variability in warfarin dose requirement among children
- (2011) T. T. Biss et al. BLOOD
- Development and Comparison of a Warfarin-Dosing Algorithm for Korean Patients With Atrial Fibrillation
- (2011) Hyun-Jung Cho et al. CLINICAL THERAPEUTICS
- Loading and maintenance dose algorithms for phenprocoumon and acenocoumarol using patient characteristics and pharmacogenetic data
- (2011) Rianne M.F. van Schie et al. EUROPEAN HEART JOURNAL
- Warfarin dosing algorithm using clinical, demographic and pharmacogenetic data from Chinese patients
- (2010) Joyce H. S. You et al. JOURNAL OF THROMBOSIS AND THROMBOLYSIS
- Estimation of the Warfarin Dose with Clinical and Pharmacogenetic Data
- (2009) NEW ENGLAND JOURNAL OF MEDICINE
- Effect of CYP2C9 and VKORC1 genotypes on early-phase and steady-state warfarin dosing in Korean patients with mechanical heart valve replacement
- (2009) Ho-Sook Kim et al. Pharmacogenetics and Genomics
- Validation of VKORC1 and CYP2C9 genotypes on interindividual warfarin maintenance dose: a prospective study in Chinese patients
- (2009) Sheng-Wen Huang et al. Pharmacogenetics and Genomics
- The largest prospective warfarin-treated cohort supports genetic forecasting
- (2008) M. Wadelius et al. BLOOD
- Prospective Study of Warfarin Dosage Requirements Based on CYP2C9 and VKORC1 Genotypes
- (2008) M-S Wen et al. CLINICAL PHARMACOLOGY & THERAPEUTICS
- Use of Pharmacogenetic and Clinical Factors to Predict the Therapeutic Dose of Warfarin
- (2008) BF Gage et al. CLINICAL PHARMACOLOGY & THERAPEUTICS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started