Diego Valderrama

Mar 9, 2024 | medrxiv.org | Diego Valderrama |Jannis Guski |Holger Fröhlich |Jonas Botz

The authors have declared no competing interest. This work has been supported by the AIOLOS (Artificial Intelligence Tools for Outbreak Detection and Response) project.

Oct 16, 2023 | ascpt.onlinelibrary.wiley.com | Diego Valderrama |Holger Fröhlich |Ana Victoria Ponce-Bobadilla |Sven Mensing

WHAT IS THE CURRENT KNOWLEDGE ON THE TOPIC? Frameworks that combine mechanistic and machine learning tools (scientific ML [SciML] approaches) have shown promising results in pharmacokinetic (PK) modeling. Methods that allow to capture and parametrize known and unknown mechanisms have not been explored widely. WHAT QUESTION DID THIS STUDY ADDRESS? Can PK models be enhanced by adding neural network terms to capture unknown mechanisms?