A0504
Title: Bayesian inference of pharmaceutical models with Pumas: A showcase of Julia for high-performance interactive computing
Authors: David Widmann - Pumas-AI, USA (Sweden) [presenting]
Abstract: Pharmacometric models are mathematical models that describe relationships between patient characteristics, administered doses, drug concentrations, and observed biomarkers. Understanding such relationships is important for drug development and (individualized) drug therapies. Pumas is a modern platform for pharmaceutical modeling and simulation that builds on a domain specific modeling framework in the Julia programming language to achieve high-performance analytics. The aim is to present its use for Bayesian inference of pharmaceutical models and its integration with and connection to the Julia ecosystem.
