Comparison of multivariate linear regression and a machine learning algorithm developed for prediction of precision warfarin dosing in a Korean population-Reference-Cited by-同舟云学术

Comparison of multivariate linear regression and a machine learning algorithm developed for prediction of precision warfarin dosing in a Korean population

Published:2021-04-21 Issue:7 Volume:19 Page:1676-1686
ISSN:1538-7933
Container-title:Journal of Thrombosis and Haemostasis
language:en
Short-container-title:J. Thromb. Haemost.

Author:

Nguyen Van Lam¹²^ORCID,Nguyen Hoang Dat¹²,Cho Yong‐Soon¹²,Kim Ho‐Sook¹²,Han Il‐Yong³,Kim Dae‐Kyeong⁴,Ahn Sangzin¹²^ORCID,Shin Jae‐Gook¹²⁵

Affiliation:

1. Department of Pharmacology and Pharmacogenomics Research Center Inje University College of Medicine Busan Korea

2. Center for Personalized Precision Medicine of Tuberculosis Inje University College of Medicine Busan Korea

3. Department of Thoracic and Cardiovascular Surgery Inje University Busan Paik Hospital Busan Korea

4. Division of Cardiology, Department of Internal Medicine Inje University Busan Paik Hospital Busan Korea

5. Department of Clinical Pharmacology Inje University Bsuan Paik Hospital Busan Korea

Funder

National Research Foundation of Korea

Publisher

Wiley

Subject

Hematology

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/jth.15318

Reference42 articles.

1. Estimation of the Warfarin Dose with Clinical and Pharmacogenetic Data

2. Pharmacogenetics of warfarin: current status and future challenges

3. Pharmacogenetic testing of CYP2C9 and VKORC1 alleles for warfarin

4. Pharmacogenetics of CYP2C9 and interindividual variability in anticoagulant response to warfarin

5. The influence of age, liver size and enantiomer concentrations on warfarin requirements;Wynne H;Br J Clin Pharmacol,1995

Cited by 20 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. The Application of Artificial Intelligence in Atrial Fibrillation Patients: From Detection to Treatment;Reviews in Cardiovascular Medicine;2024-07-10

2. Warfarin–A natural anticoagulant: A review of research trends for precision medication;Phytomedicine;2024-06

3. Correlation between Metabolic Parameters and Warfarin Dose in Patients with Heart Valve Replacement of Different Genotypes;Reviews in Cardiovascular Medicine;2024-04-01

4. Optimizing warfarin dosing for patients with atrial fibrillation using machine learning;Scientific Reports;2024-02-24

5. Improved stacking ensemble learning based on feature selection to accurately predict warfarin dose;Frontiers in Cardiovascular Medicine;2024-01-19