Related references
Note: Only part of the references are listed.An Adapted Neural-Fuzzy Inference System Model Using Preprocessed Balance Data to Improve the Predictive Accuracy of Warfarin Maintenance Dosing in Patients After Heart Valve Replacement
Zhi-Chun Gu et al.
CARDIOVASCULAR DRUGS AND THERAPY (2022)
Stable warfarin dose prediction in sub-Saharan African patients: A machine-learning approach and external validation of a clinical dose-initiation algorithm
Innocent G. Asiimwe et al.
CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY (2022)
Warfarin dosing algorithms: A systematic review
Innocent G. Asiimwe et al.
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY (2021)
Drug-drug interactions with warfarin: A systematic review and meta-analysis
Mei Wang et al.
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY (2021)
An ensemble learning based framework to estimate warfarin maintenance dose with cross-over variables exploration on incomplete data set
Yan Liu et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2021)
Machine Learning for Prediction of Stable Warfarin Dose in US Latinos and Latin Americans
Heidi E. Steiner et al.
FRONTIERS IN PHARMACOLOGY (2021)
Comparison of multivariate linear regression and a machine learning algorithm developed for prediction of precision warfarin dosing in a Korean population
Van Lam Nguyen et al.
JOURNAL OF THROMBOSIS AND HAEMOSTASIS (2021)
Moving from bytes to bedside: a systematic review on the use of artificial intelligence in the intensive care unit
Davy van de Sande et al.
INTENSIVE CARE MEDICINE (2021)
Warfarin maintenance dose prediction for Chinese after heart valve replacement by a feedforward neural network with equal stratified sampling
Weijie Ma et al.
SCIENTIFIC REPORTS (2021)
Systematic review of prediction models for postacute care destination decision-making
Erin E. Kennedy et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2021)
The Prediction Model of Warfarin Individual Maintenance Dose for Patients Undergoing Heart Valve Replacement, Based on the Back Propagation Neural Network
Qian Li et al.
CLINICAL DRUG INVESTIGATION (2020)
Clinically relevant drug interactions between newer antidepressants and oral anticoagulants
Edoardo Spina et al.
EXPERT OPINION ON DRUG METABOLISM & TOXICOLOGY (2020)
Machine Learning Algorithm for Predicting Warfarin Dose in Caribbean Hispanics Using Pharmacogenetic Data
Abiel Roche-Lima et al.
FRONTIERS IN PHARMACOLOGY (2020)
Calculating the sample size required for developing a clinical prediction model
Richard D. Riley et al.
BMJ-BRITISH MEDICAL JOURNAL (2020)
Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies
Myura Nagendran et al.
BMJ-BRITISH MEDICAL JOURNAL (2020)
Protocol for a systematic review on the methodological and reporting quality of prediction model studies using machine learning techniques
Constanza L. Andaur Navarro et al.
BMJ OPEN (2020)
Evolutionary Ensemble Learning Algorithm to Modeling of Warfarin Dose Prediction for Chinese
Yanyun Tao et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2019)
An Ensemble Model With Clustering Assumption for Warfarin Dose Prediction in Chinese Patients
Yanyun Tao et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2019)
PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies
Robert F. Wolff et al.
ANNALS OF INTERNAL MEDICINE (2019)
A review of machine learning in obesity
K. W. DeGregory et al.
OBESITY REVIEWS (2018)
A prediction study of warfarin individual stable dose after mechanical heart valve replacement: adaptive neural-fuzzy inference system prediction
Huan Tao et al.
BMC SURGERY (2018)
Warfarin maintenance dose Prediction for Patients undergoing heart valve replacement-a hybrid model with genetic algorithm and Back-Propagation neural network
Qian Li et al.
SCIENTIFIC REPORTS (2018)
Ensemble of machine learning algorithms using the stacked generalization approach to estimate the warfarin dose
Zhiyuan Ma et al.
PLOS ONE (2018)
Anticoagulation endpoints with clinical implementation of warfarin pharmacogenetic dosing in a real-world setting: A proposal for a new pharmacogenetic dosing approach
M. J. Arwood et al.
CLINICAL PHARMACOLOGY & THERAPEUTICS (2017)
2017 AHA/ACC Focused Update of the 2014 AHA/ACC Guideline for the Management of Patients With Valvular Heart Disease A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines
Rick A. Nishimura et al.
CIRCULATION (2017)
Development of a novel individualized warfarin dose algorithm based on a population pharmacokinetic model with improved prediction accuracy for Chinese patients after heart valve replacement
Yu-bin Zhu et al.
ACTA PHARMACOLOGICA SINICA (2017)
Pharmacogenetic-guided Warfarin Dosing Algorithm in African-Americans
Sameh Alzubiedi et al.
JOURNAL OF CARDIOVASCULAR PHARMACOLOGY (2016)
Guidance for the practical management of warfarin therapy in the treatment of venous thromboembolism
Daniel M. Witt et al.
JOURNAL OF THROMBOSIS AND THROMBOLYSIS (2016)
Predicting the Future - Big Data, Machine Learning, and Clinical Medicine
Ziad Obermeyer et al.
NEW ENGLAND JOURNAL OF MEDICINE (2016)
Artificial neural network-based pharmacogenomic algorithm for warfarin dose optimization
Addepalli Pavani et al.
PHARMACOGENOMICS (2016)
A multi-factorial analysis of response to warfarin in a UK prospective cohort
Stephane Bourgeois et al.
GENOME MEDICINE (2016)
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD Statement
G. S. Collins et al.
BRITISH JOURNAL OF SURGERY (2015)
Comparison of the predictive abilities of pharmacogenetics-based warfarin dosing algorithms using seven mathematical models in Chinese patients
Xi Li et al.
PHARMACOGENOMICS (2015)
Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database
Rong Liu et al.
PLOS ONE (2015)
Effect of CYP2C9-VKORC1 Interaction on Warfarin Stable Dosage and Its Predictive Algorithm
Xi Li et al.
JOURNAL OF CLINICAL PHARMACOLOGY (2015)
Physiologically Based Pharmacokinetic (PBPK) Modeling and Simulation Approaches: A Systematic Review of Published Models, Applications, and Model Verification
Jennifer E. Sager et al.
DRUG METABOLISM AND DISPOSITION (2015)
Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints
Tjeerd van der Ploeg et al.
BMC MEDICAL RESEARCH METHODOLOGY (2014)
Pharmacogenetic-guided dosing of coumarin anticoagulants: algorithms for warfarin, acenocoumarol and phenprocoumon
Talitha I. Verhoef et al.
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY (2014)
Use of artificial neural network to predict warfarin individualized dosage regime in Chinese patients receiving low-intensity anticoagulation after heart valve replacement
Qin Zhou et al.
INTERNATIONAL JOURNAL OF CARDIOLOGY (2014)
Amiodarone, Anticoagulation, and Clinical Events in Patients With Atrial Fibrillation Insights From the ARISTOTLE Trial
Greg Flaker et al.
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY (2014)
Increasing value and reducing waste in research design, conduct, and analysis
John P. A. Ioannidis et al.
LANCET (2014)
Dosage Individualization of Warfarin Using Artificial Neural Networks
Mohammad I. Saleh et al.
MOLECULAR DIAGNOSIS & THERAPY (2014)
Prediction of optimal warfarin maintenance dose using advanced artificial neural networks
Enzo Grossi et al.
PHARMACOGENOMICS (2014)
Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies: The CHARMS Checklist
Karel G. M. Moons et al.
PLOS MEDICINE (2014)
Prediction of Warfarin Maintenance Dose in Han Chinese Patients Using a Mechanistic Model Based on Genetic and Non-Genetic Factors
Yuan Lu et al.
CLINICAL PHARMACOKINETICS (2013)
Predicting warfarin dosage from clinical data: A supervised learning approach
Ya-Han Hu et al.
ARTIFICIAL INTELLIGENCE IN MEDICINE (2012)
High-dimensional pharmacogenetic prediction of a continuous trait using machine learning techniques with application to warfarin dose prediction in African Americans
Erdal Cosgun et al.
BIOINFORMATICS (2011)
Estimation of the Warfarin Dose with Clinical and Pharmacogenetic Data
NEW ENGLAND JOURNAL OF MEDICINE (2009)
Use of pharmacogenetic and clinical factors to predict the therapeutic dose of warfarin
B. F. Gage et al.
CLINICAL PHARMACOLOGY & THERAPEUTICS (2008)
VKORC1 and CYP2C9 genotypes and phenprocoumon anticoagulation status:: interaction between both genotypes affects dose requirement
T. Schalekamp et al.
CLINICAL PHARMACOLOGY & THERAPEUTICS (2007)
Explained variation and predictive accuracy in general parametric statistical models: The role of model misspecification
S Rosthoj et al.
LIFETIME DATA ANALYSIS (2004)
Interindividual variability in sensitivity to warfarin - Nature or nurture?
R Loebstein et al.
CLINICAL PHARMACOLOGY & THERAPEUTICS (2001)