prof. dr. Steffen Pauws PDEng

Bio

I am a Professor in Risk Modelling and Communication in Healthcare at Tilburg University but also a driving and pioneering force in Research & Innovation paths for Philips Ambulatory Healthcare business and markets. This has led to business transfers (20+) and propositions in the market. I worked with clinical partners from renowned hospitals and clinics in the US, UK, Japan, India, Singapore, and the Netherlands. I have authored more than 100 scientific publications and hold close to 25 patents and more than 40 patent applications on Music Technology and Healthtech. I am a seasoned grant writer: I coordinated or co-wrote 15 EU and 9 national submitted grant proposals.

Expertise

My area of expertise are in

• Risk modelling in Healthcare
• Clinical implementation of risk models in patient pathways - System integration
• Health communication in Healthcare
• Conversational AI
• Statistical analyses 
• Method in data science and AI

Teaching

My teaching involves:

• Data science in healthcare
• Health communication

Collaboration

I closely collaborate with

• Philips
• IKNL
• ETZ
• DFKI

Recent publications

1. The Parametric g-Formula for Latent Markov Models

   Clouth, F., Bijlsma, M., Pauws, S., & Vermunt, J. (2023). The Parametric g-Formula for Latent Markov Models. 58. Abstract from 10th European Association of Methodology 2023, Ghent, Belgium.

2. Three-Step Latent Class Analysis with inverse propensity weighting in…

   Clouth, F., Pauws, S., & Vermunt, J. (2023). Three-Step Latent Class Analysis with inverse propensity weighting in the presence of differential item functioning. Structural Equation Modeling: A Multidisciplinary Journal, 30(5), 737-748.

3. A comparison of methods for clustering longitudinal data with slowly …

   Den Teuling, N. G. P., Pauws, S. C., & van den Heuvel, E. R. (2023). A comparison of methods for clustering longitudinal data with slowly changing trends. Communications in Statistics: Part B: Simulation and Computation, 52(3), 621-648.

4. Comparison of two automated oxygen controllers in oxygen targeting in…

   Salverda, H. H., Dekker, J., Lopriore, E., Dargaville, P. A., Pauws, S. C., & te Pas, A. B. (2023). Comparison of two automated oxygen controllers in oxygen targeting in preterm infants during admission: an observational study. Archives of Disease in Childhood. Fetal and Neonatal Edition, 108(4), 394-399.

5. Disclosing statistical uncertainty associated with personalized quant…

   Vromans, R., van Goor, L., & Pauws, S. (2023). Disclosing statistical uncertainty associated with personalized quantitative cancer risk information: Effects on risk perceptions and cancer worry. Abstract from Etmaal van de Communicatiewetenschap, Enschede, Netherlands.