Abstracts

Machine Learning for Antibiotic-Induced Nephrotoxicity Prediction in Korean Hospitalized Patients

Thursday 16 October, 2025

Objectives: Drug-induced nephrotoxicity accounts for 19-26% of cases of acute kidney injury in hospitalized patients[1]. Nephrotoxicity is closely related with…

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Building a model from comparison of SARS-CoV-2 viral dynamics model proposed since 2020: what are the main differences?

Thursday 16 October, 2025

Introduction: Several mathematical models have been used to characterize viral kinetics of SARS-CoV-2 since 2020. While models may commence with…

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NLME modelling from a causal inference perspective when the dose-exposure-response relationship is confounded by the treatment regimen

Thursday 16 October, 2025

Introduction: When a clinical trial is designed to investigate the effects of a treatment regimen rather than of specific dose…

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Machine learning time-to-event analysis for prediction of 2-month culture conversion with phase 2a information in tuberculosis drug development

Thursday 16 October, 2025

Introduction:  In clinical tuberculosis (TB) drug development, phase 2a trials assess early bactericidal activity over two weeks using the time-to-positivity…

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A frailty model for quantifying the association between CompEx risk and variation in lung function in asthma

Thursday 16 October, 2025

Introduction: Seemingly random fluctuations in lung function have previously been shown to be associated with acute exacerbations in asthma (1,…

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A PBPK model of 4β-hydroxycholesterol, an endogenous biomarker for hepatic CYP3A activity.

Thursday 16 October, 2025

Introduction: New drug candidates are tested for CYP3A enzyme induction in vivo using specific probe substrates. However, due to the cost…

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Population PK modeling of certolizumab pegol in pregnant women with chronic inflammatory diseases.

Thursday 16 October, 2025

Introduction/Objectives: For women living with chronic inflammatory diseases, adequate disease control during pregnancy is crucial to ensure the best fetal…

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Modelling framework to simulate phenotypic results of antiviral PROTACs

Thursday 16 October, 2025

Objectives: Proteolysis-targeting chimeras (PROTAC) are novel chemical concepts taking advantage of the proteasome to degrade target proteins. Compared to PROTACs…

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Modeling the influence of antiretroviral treatment initiation time on post-treatment control of HIV infection

Thursday 16 October, 2025

Objectives: The current standard of care for HIV infection involves antiretroviral therapy (ART) [1]. ART is not curative and treatment…

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Using Fisher Information Matrix to predict covariate effects in forest plots and power of their relevance

Thursday 16 October, 2025

Objectives:  One of the aims of pharmacokinetic (PK) and pharmacodynamic (PD) analysis is to identify and quantify the covariates that…

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