Oral: Keynote lecture

Artificial Intelligence and Machine Learning for Next-Generation Model-Informed Precision Medicine: A Tutorial on Practical Applications and Pitfalls

Thursday 16 October, 2025

This tutorial will cover the integration of advanced data analytics, specifically Artificial Intelligence (AI) and Machine Learning (ML), into model-informed…

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Current and future applications of circulating tumor DNA (ctDNA) to oncology drug development

Thursday 16 October, 2025

Objectives: The objectives of the presentation are Describe the assays used to measure ctDNA. Discuss the applications of ctDNA in…

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Modeling biology by agents

Thursday 16 October, 2025

Objectives: We describe the agent-based modelling methodology for simulating complex biological phenomena. Overview/Description of presentation: The agent-based modelling (ABM) paradigm is…

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Adaptive trial designs: opportunities and challenges

Thursday 16 October, 2025

The use of adaptive designs can increase the efficiency of drug development by improving our ability to efficiently learn about…

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Pre-clinical and clinical applications of PBPK models for monoclonal antibodies and other large molecule modalities.

Thursday 16 October, 2025

Physiologically based pharmacokinetic (PBPK) models for large molecules combine information on the biological system together with information specific to the…

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Pharmacometrics to support clinical investigation during COVID-19 pandemics : a viral dynamics perspective

Thursday 16 October, 2025

Objectives:  We will present our involvement into the design and the analysis of clinical trials, and how we used pharmacometrics…

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Tutorial on application of survival analysis to the assessment of multiple state models in clinical data analysis.

Thursday 16 October, 2025

Objectives: Application of survival analysis methods to competing risks, multistate models and patient benefit. . Methods:  If a clinical trial…

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Modeling and Simulation of SARS-CoV-2 Infections, Hospitalizations and Outcome in Germany

Thursday 16 October, 2025

The COVID-19 pandemic challenged many national health care systems with hospitals reaching capacity limits of intensive care units (ICU). Hence,…

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Tutorial on survival analysis and its application to the assessment of competing risks in clinical data analysis.

Thursday 16 October, 2025

Objectives: Theory of survival analysis. Application to competing risks, multistate models and patient benefit. Overview/Description of presentation: Part 1: Fundamentals….

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Pharmacometrics to support clinical investigation during COVID-19 pandemics

Thursday 16 October, 2025

Objectives: We will present our involvement into the design and the analysis of clinical trials, and how we used pharmacometrics…

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