Sequential Updating of a New Dynamic Pharmacokinetic Model for Caffeine in Premature Neonates (original) (raw)
Estimation of Caffeine Regimens: A Machine Learning Approach for Enhanced Clinical Decision Making at a Neonatal Intensive Care Unit (NICU)
Krishnamoorthi Makkithaya
Critical Reviews in Biomedical Engineering, 2018
View PDFchevron_right
Population pharmacokinetics of caffeine in premature neonates
Amílcar Falcão
European Journal of Clinical Pharmacology, 1997
View PDFchevron_right
Two general methods for population pharmacokinetic modeling: non-parametric adaptive grid and non-parametric Bayesian
Walter Yamada, Roger Jelliffe, Tatiana Tatarinova
2013
View PDFchevron_right
Compartmental model identification based on an empirical Bayesian approach: The case of thiamine kinetics in rats
Paolo Magni
Medical & Biological Engineering & Computing, 2001
View PDFchevron_right
Using Bayesian Methods in the Task of Modeling the Patients' Pharmacoresistance Development
Volodymyr Lytvynenko
Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
View PDFchevron_right
A Bayesian Approach to Tracking Patients Having Changing Pharmacokinetic Parameters
Roger Jelliffe
Journal of Pharmacokinetics and Pharmacodynamics, 2004
View PDFchevron_right
Population Pharmacokinetic Modeling in the Presence of Missing Time-Dependent Covariates: Impact of Body Weight on Pharmacokinetics of Paracetamol in Neonates
Catherine M T Sherwin
The AAPS Journal, 2019
View PDFchevron_right
Drug Clearance in Neonates: A Combination of Population Pharmacokinetic Modelling and Machine Learning Approaches to Improve Individual Prediction
Irja Lutsar
Clinical Pharmacokinetics, 2021
View PDFchevron_right
Evident bias in a paracetamol metabolite population pharmacokinetic model applied to an external dataset
Catherine M T Sherwin
British Journal of Clinical Pharmacology, 2018
View PDFchevron_right
Individual Control Optimization of Drug Dosage Using Individual Bayesian Pharmacokinetics Model Approach
Yogantara Setya Dharmawan
2019
View PDFchevron_right
Use of normalized prediction distribution errors for assessing population physiologically-based pharmacokinetic model adequacy
Anil Maharaj
Journal of Pharmacokinetics and Pharmacodynamics, 2020
View PDFchevron_right
Preterm Physiologically Based Pharmacokinetic Model. Part II: Applications of the Model to Predict Drug Pharmacokinetics in the Preterm Population
Khaled Abduljalil
Clinical Pharmacokinetics, 2019
View PDFchevron_right
Reduction of dimensionality in Bayesian nonlinear regression with a pharmacokinetic application
Alan Schumitzky
Mathematical Biosciences, 1982
View PDFchevron_right
Nonparametric Expectation Maximisation (NPEM) Population Pharmacokinetic Analysis of Caffeine Disposition from Sparse Data in Adult Caucasians
Kristina Bozhinova
Clinical Pharmacokinetics, 2003
View PDFchevron_right
Population PK modeling and simulation based on fluoxetine and norfluoxetine concentrations in milk: A milk concentration-based prediction model
Kenneth Ilett
Br J Clin Pharmacol, 2014
View PDFchevron_right
Leveraging Predictive Pharmacometrics-Based Algorithms to Enhance Perinatal Care—Application to Neonatal Jaundice
Mélanie Wilbaux
Frontiers in Pharmacology
View PDFchevron_right
Population pharmacokinetic model selection assisted by machine learning
Emeric Sibieude
Journal of Pharmacokinetics and Pharmacodynamics
View PDFchevron_right
Nonparametric expectation maximisation (NPEM) population pharmacokinetic analysis of caffeine disposition from sparse data in adult Caucasians: systemic caffeine …
Assoc. Professor Velislava Dimitrova, M.D., Ph.D.
Clinical …, 2003
View PDFchevron_right
Population pharmacokinetic/pharmacodynamic mixture models via maximum a posteriori estimation
David D'Argenio
Computational Statistics & Data Analysis, 2009
View PDFchevron_right
Predictive performance of the Bayesian analysis: Effects of blood sampling time, population parameters, and pharmacostatistical model
Koichi Nishimura, Ikuko Yano, Masato Yasuhara
Journal of Pharmacokinetics and Biopharmaceutics, 1994
View PDFchevron_right
Nonparametric Expectation Maximisation (NPEM) Population Pharmacokinetic Analysis of Caffeine Disposition from Sparse Data in Adult Caucasians Systemic Caffeine Clearance as a Biomarker for Cytochrome P450 1A2 Activity
Dimiter Terziivanov
View PDFchevron_right
Nonparametric density estimation applied to population pharmacokinetics
Athanassios Iliadis
Mathematical Biosciences, 1996
View PDFchevron_right
Caffeine in apnoeic Asian neonates: a sparse data analysis
Yazmín Amelia Chirino-Barceló
British Journal of Clinical Pharmacology, 2002
View PDFchevron_right
Bayesian Methods in Pharmacovigilance
David Heckerman
View PDFchevron_right
Pharmacokinetic-Pharmacodynamic Modeling
Vinicio Granados-soto
Archives of Medical Research, 2000
View PDFchevron_right
A Fast Parameter Identification Framework for Personalized Pharmacokinetics
Wassim Haddad
Scientific Reports, 2019
View PDFchevron_right
An adaptive grid non-parametric approach to pharmacokinetic and dynamic (PK/PD) population models
Alan Schumitzky
Proceedings 14th IEEE Symposium on Computer-Based Medical Systems. CBMS 2001
View PDFchevron_right
Fundamentals of Population Pharmacokinetic Modelling
Catherine M T Sherwin
Clinical Pharmacokinetics, 2012
View PDFchevron_right
Incorporating Monte Carlo Simulation into Physiologically Based Pharmacokinetic Models Using Advanced Continuous Simulation Language (ACSL): A Computational Method
Thomas Keefe
Toxicological Sciences, 1996
View PDFchevron_right