Oral Presentation: Methodology

Mixture models and model mixtures with MONOLIX

Thursday 16 October, 2025

Objectives:  A patient population is usually heterogeneous with respect to response to drug therapy. In any clinical efficacy trial, patients…

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Optimal Design to Estimate the Time Varying Receptor Occupancy Relationship in a PET Experiment

Thursday 16 October, 2025

Objectives: Positron emission tomography (PET) is one of the most effective imaging techniques used to investigate ligand-receptor binding in living…

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Monte Carlo Parametric Expectation Maximization (MC-PEM) Method for Analyzing Population Pharmacokinetic/ Pharmacodynamic (PK/PD) Data

Thursday 16 October, 2025

Objectives: A new method for population PK/PD, based on statistical theory, has been developed and implemented in two different programs (PDx-MC-PEM…

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The LASSO – A Novel Method for Predictive Covariate Model Building in Nonlinear Mixed Effects Models

Thursday 16 October, 2025

PDF of presentation Introduction: Covariate models for population Pharmacokinetics (PK) and Pharmacodynamics (PD) are often built with stepwise-covariate-selection procedures such…

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Software for optimal design in population pharmacokinetics and pharmacodynamics: a comparison

Thursday 16 October, 2025

Introduction: Following the first theoretical work on optimal design for nonlinear mixed effect models, this research theme has rapidly grown…

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The challenge of modelling hepatitis C virus dynamics after long term treatment: Application of MONOLIX

Thursday 16 October, 2025

Background: Mathematical models for hepatitis C viral (HCV) RNA kinetics have provided important insights into the life cycle of HCV…

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Design optimisation in nonlinear mixed effects models using cost functions: application to a joint model of infliximab and methotrexate pharmacokinetics

Thursday 16 October, 2025

Objectives: We recently extended the R function PFIM [1] for population design evaluation and optimisation to deal with multiple response…

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The Influence of the Time Course of CD4 and Viral Load on Clinical Outcome Events Before and During Antiretroviral Therapy

Thursday 16 October, 2025

Objectives:  Mechanistic mixed effect models for HIV infection using CD4 cell counts and viral load (VL) are only practical for…

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