2024 Rome, Italy

I-022 Jeff Barrett
Open-science solutions enabled within a digital research environment to support MIDD (Model Informed Drug Development) and precision dosing
Wednesday 10:20-11:50
I-041 Divya Brundavanam
Addressing Confounding Bias in Exposure-Response Analysis: Evaluating Instrumental Variable Modeling Strategies
Wednesday 10:20-11:50
I-064 Limei Cheng
Using machine learning to predict longitudinal platelet counts: a methodology framework
Wednesday 10:20-11:50
I-082 Wilbert de Witte
In-depth numerical model analysis tools to gain insight into model behavior of large-scale pharmacometric models
Wednesday 10:20-11:50
I-085 Abdallah Derbalah
Beyond the Liver; In Silico Screening for Tissue-Specific Oligonucleotide Delivery Receptors
Wednesday 10:20-11:50
I-097 Jeroen Elassaiss-Schaap
Construction of IMPRES-M, a non-parametric impulse-response modeling method, in the context of varying pharmacokinetic profiles
Wednesday 10:20-11:50
I-102 Ali Farnoud
A Neural Networks-assisted NLME Framework: Case Study on Modeling Platelet Counts
Wednesday 10:20-11:50
I-106 Lucie FAYETTE
Using Fisher Information Matrix to predict covariate effects in forest plots and power of their relevance
Wednesday 10:20-11:50
I-109 Matthew Fidler
nlmixr2, rxode2 and Monolix: interchangeable models using monolix2rx and babelmixr2
Wednesday 10:20-11:50
I-111 Nuria Folguera-Blasco
Coupling Quantitative Systems Pharmacology (QSP) and ML/AI: a story of pAIns and gAIns
Wednesday 10:20-11:50
II-006 Stefano Giampiccolo
Supporting pharmacometrics applications by robust parameter estimation and identifiability analysis using hybrid Neural ODEs
Wednesday 15:20-16:50
II-007 Asina Gijasi
Structural model development with compartmental pharmacokinetic models for a range of small molecule subcutaneous data
Wednesday 15:20-16:50
II-013 Sebastiaan Goulooze
The drug titration paradox in the presence of intra-individual variation: can we estimate the true concentration-effect relationship?
Wednesday 15:20-16:50
II-023 Sofia Guzzetti
A modelling framework for in vitro/in vivo translation of PROTACs PK/PD and PK/Efficacy: accelerating drug discovery of targeted protein degraders
Wednesday 15:20-16:50
II-029 Niklas Hartung
A unified Rodgers et al. model for predicting tissue partitioning reveals the need for a theoretical derivation of the Lukacova et al. (Simulations Plus) model
Wednesday 15:20-16:50
II-044 Nathanaël Hozé
A multi-scale modelling framework to assess the relationship between SARS-CoV-2 viral load and transmission in household studies.
Wednesday 15:20-16:50
II-046 Zhe Huang
Model-integrated bioequivalence method for highly variable drugs with long half-life: a simulation study comparing complete washout and incomplete washout designs
Wednesday 15:20-16:50
II-048 Zhonghui Huang
Development and evaluation of nlmixr2auto: Automated open-source model building
Wednesday 15:20-16:50
II-056 Ludvig Jakobsson
A frailty model for quantifying the association between CompEx risk and variation in lung function in asthma
Wednesday 15:20-16:50
II-058 Alexander Janssen
Time-dependent random effects.
Wednesday 15:20-16:50
II-059 Hyeseon Jeon
Comparative Study of Target Mediated Drug Disposition Approximation Methods Based on Validity Conditions: Application to Clinical Trial Studies
Wednesday 15:20-16:50
II-066 Christos Kaikousidis
Quantification of model misspecification of population pharmacokinetic models by a machine learning postprocessing correction of the residual variability
Wednesday 15:20-16:50
II-092 Alexandra Lavalley-Morelle
Extending the R open-source saemix package: a new tool for parametric joint models
Wednesday 15:20-16:50
II-093 Jacob Leander
Simulation-based comparison of MMRM and dose-response MMRM for Ph2b dose-finding design in rheumatoid arthritis
Wednesday 15:20-16:50
II-098 Cristina Leon
Enhancing statistical power in lipid-lowering therapy studies through optimization of the MACE endpoint composition: a model-based meta-analysis approach
Wednesday 15:20-16:50
II-105 Andreas Lindauer
A Mini-Tutorial on Campsis: The R-Based PK/PD Simulation Suite
Wednesday 15:20-16:50
II-114 Cifelli Lorenzo
ODE-free survival modeling with full pharmacokinetic profiles in the IMPRES-M framework
Wednesday 15:20-16:50
II-115 Mark Lovern
Introducing InSilicoTrials NONMEM simulator: Cloud-based simulation tool for NONMEM models
Wednesday 15:20-16:50
III-002 Moustafa M. A. Ibrahim
The reference corrected VPC – A more intuitive model diagnostic
Thursday 09:50-11:20
III-003 Panos Macheras
Understanding the gastrointestinal absorption of drugs using Physiologically Based Finite Time Pharmacokinetic (PBFTPK) Models: Focus on Biowaivers
Thursday 09:50-11:20
III-004 Paolo Magni
Combining Reinforcement Learning and PK-PD models to personalize multiple drug administration: an application to Axitinib-Anti-Hypertensive treatment in metastatic renal cancer patients
Thursday 09:50-11:20
III-008 Jialin Mao
Human PK prediction of Kras G12C covalent inhibitors: GDC-6036, AMG-510 and MRTX-849 using PBPK approach
Thursday 09:50-11:20
III-017 Enrico Mastrostefano
Integrating PKPD and Agent-Based Modeling to Explore Tuberculosis Relapse after Treatment.
Thursday 09:50-11:20
III-081 Elba Raimundez Alvarez
Evaluation of automated model development workflows for population pharmacokinetic models
Thursday 09:50-11:20
III-086 Freek Relouw
Towards an Inflammation Simulation Model: Development and Validation of a Mathematical Model of the Human Inflammatory Response to Acute and Prolonged Lipopolysaccharide Exposure
Thursday 09:50-11:20
III-104 Mark Sale
Performance of Machine Learning Algorithms for Model Selection
Thursday 09:50-11:20
III-106 Sergio Sánchez Herrero
Individualized Prediction of Gentamicin Concentration in Neonates: A Multimodal Approach of PBPK Modeling and Machine Learning
Thursday 09:50-11:20
III-112 Franziska Schädeli Stark
Performance evaluation of the Automatic Model Development (AMD) tool with real population pharmacokinetic datasets from clinical drug development projects
Thursday 09:50-11:20
IV-019 Marie Steinacker
Combining biological knowledge and machine learning for predicting dynamics of haematotoxcity after chemotherapy: a comparative analysis
Thursday 15:00-16:30
IV-030 Sebastian Tandar
Population-level treatment optimization using a multi-objective optimization strategy
Thursday 15:00-16:30
IV-035 Donato Teutonico
Estimation of population parameter values and variability coupling non-linear mixed-effects modeling (based on SAEM algorithm) with a whole-body PBPK model
Thursday 15:00-16:30
IV-043 Mirjam Trame
FOCE generalized log-likelihood using nlmixr2
Thursday 15:00-16:30
IV-044 Van Thuy Truong
Stochastic pharmacodynamics: Drug effects on the time to extinction of a heterogeneous tumour cell population
Thursday 15:00-16:30
IV-058 Martijn van Noort
User-friendly parameter identifiability methods with a workflow to guide model development, using categorical and continuous scales
Thursday 15:00-16:30
IV-067 Esmée Vendel
Belimumab Pharmacokinetic Simulations to Select an Appropriate Subcutaneous Dosing Regimen to Treat Paediatric Patients with Active Lupus Nephritis
Thursday 15:00-16:30
IV-071 Roberto Visintainer
stormTB: SimulaTOR of a murine Minimal-pbpk model for anti-TB drugs
Thursday 15:00-16:30
IV-072 Alina Volkova
Mathematical modeling of autoimmune diseases: a systematic review and analysis for advancing therapeutic development
Thursday 15:00-16:30
IV-074 Camille Vong
Multi-Endpoint Item-Response Modelling for Integrating Several Endpoints in Alzheimer’s Disease Drug Trials
Thursday 15:00-16:30
IV-077 My Luong Vuong
Multiple imputation to handle missing covariate data in pharmacometrics modelling
Thursday 15:00-16:30
IV-081 Sebastian Weber
Novel integrated population PD modeling framework to inform decision making during Oncology phase I dose-escalation
Thursday 15:00-16:30
IV-086 Marie Wijk
A pragmatic approach to handling data below the lower limit of quantification in complex pharmacokinetic models
Thursday 15:00-16:30
IV-113 Manuela Zimmermann
NLME modelling from a causal inference perspective when the dose-exposure-response relationship is confounded by the treatment regimen
Thursday 15:00-16:30
IV-116 Laura Zwep
Statistical interaction modeling in non-linear mixed effect models: a case study in neonatal pharmacology
Thursday 15:00-16:30