L1-7542 — Final report
1.
GPU-based parallel computation of pharmacometric models in Stan software for Bayesian inference

Pharmacometric models that are used in the analysis of clinical trial data can often take days or even weeks to run. This can be a severe limitation on how much research and analyses can be done. We developed an efficient implementation of a standard statistical model that is used for analysis of Alzheimer's clinical trial data. We achieve speedups of 50-100x on consumer grade hardware. This work has substantial practical implications and has already attracted attention from the pharmaceutical industry, ki bo investirala v nadaljnji razvoj.

F.10 Improvements to an existing technological process or technology

COBISS.SI-ID: 1538016707