about

Working at Eindhoven University of Technology, I specialize in combining machine learning with mechanistic models in Systems Biology. My main application areas include precision nutrition and lifestyle-associated diseases, such as Type 2 Diabetes Mellitus.

I aim to contribute to the field of personalized medicine, by designing and adapting methodology that takes advantage of both mechanistic knowledge, and data-driven approaches to gather new insights into the effective management of lifestyle-associated metabolic diseases.

Your Name

Publications

Conditional UDE paper cover
Physiology-informed regularisation paper cover

inspired?

Email: contact@max-de-rooij.com

GitHub: max-de-rooij

ORCID: 0009-0006-1298-7385