I am an part-time assistant professor within the CRPH group and Technical Physician at the UMC Utrecht, with an interest in clinical decision support. Currently I work on challenges in acute care data analysis and prediction by using deterministic model combined with machine learning capabilities (physics informed machine learning -> towards a medical digital twin.
Interesed in doing an internship or want to collaborate: please reach out.
Expertise
Medicine and Dentistry
- Septic Shock
- Esmolol
- Experimental Septic Shock
- Heart Arrest
- Mean Arterial Pressure
Pharmacology, Toxicology and Pharmaceutical Science
- Lipopolysaccharide
- Hypertensive Factor
- Inflammation
Organisations
Publications
2024
2020
Research profiles
Courses academic year 2024/2025
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
Current PhD students
UMC Utrecht - Ruben Zoodsma
University of Amsterdam - Joeri van de Sande
Current Technical Medicine student rojects:
M3 - UMC Utrecht - Intensive Care - Kim van der Tak
Project title: Fluid Resuscitation and Vasopressor Therapy in Hemodynamic Unstable ICU Patients
M3 - UMC Utrecht - Intensive Care - Arno Fennema
Project title: Prognostic value of pulse pressure features in venoarterial extracorporeal membrane oxygenation weaning, a research proposal
M3 - UMC Utrecht - Cardioanesthesiology - Daan Imholz
Project title: Optimization of ex vivo lung perfusion using perfusion and ventilation modelling
M3 - WKZ / UMC Utrecht - Anesthesiology - Myrna van Veen
Project title: Cerebral Hemodynamics in Neonates During Congenital Heart Surgery.
Previous Technical Medicine student projects:
M3 - UMC Utrecht - Intensive Care - Kimmia Azampanah
Project title: A digital twin for cardiac monitoring in patients receiving venoarterial extracorporeal membrane oxygenation
M3 - UMC Utrecht - Intensive Care - Catharina Jansen
Project title: Predictive model for successful weaning in VA-ECMO treatment