Author
Eindhoven University of TechnologyORCID 0009-0006-1298-7385Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Max de Rooij, Jesse D. Quadt, Natal A.W. van Riel, Shauna O'Donovan
This paper introduces LCPTA, a hybrid ODE-mixture model for multiscale disease progression analysis, showing it outperforms neural approaches in capturing multivariate trajectories in metabolic disease studies.
Max de Rooij, Natal A. W. van Riel, Shauna D. O’Donovan
This paper introduces a conditional universal differential equation (cUDE) to model inter-individual variation in human c-peptide production across different glucose tolerance states.
Max de Rooij, Balázs Erdõs, Natal A. W. van Riel, Shauna D. O’Donovan
This paper introduces physiology-informed regularization for universal differential equation models to improve accuracy and reduce data requirements in biological applications.