Profile photo Anne de Hond

Anne de Hond

Assistant Professor

Biography

Anne de Hond is an assistant professor in the data science program of the Julius Center at the UMC Utrecht. She completed a master's degree in econometrics and worked as a data scientist and researcher in the AI team at Leiden UMC’s CAIRELab during her PhD research. Her research focuses on the responsible development, validation, and implementation of AI algorithms in healthcare. Amongst other applications, she developed AI models to predict hospital admission at the emergency department and depression risk in oncology patients. She also collaborated with various AI startups to investigate the practical implementation of their software. Her current research focusses on validation methods for clinical AI, including large language models like ChatGPT, as well as explainability and fairness of AI algorithms.

Recent publications

When, where, who, what, and why? The five Ws of workflow analysis for implementing an AI decision support tool at the intensive care Anne A.H. de Hond, Suzanne Vosslamber, Sanne Lange, Friso Engel, Mette Lindhout, Puck Noorlag, Ewout W. Steyerberg, Giovanni Cinà, M. Sesmu Arbous
Human Factors in Healthcare, 2025, vol. 7
Charlson comorbidity index has no incremental value for mortality risk prediction in nursing home residents with COVID-19 disease Anum Zahra, Maarten van Smeden, Petra J.M. Elders, Jan Festen, Jacobijn Gussekloo, Karlijn J. Joling, Anouk van Loon, Kim Luijken, René J.F. Melis, Simon P. Mooijaart, Karel G.M. Moons, Geeske Peeters, Harmke A. Polinder-Bos, Fenne Wouters, Anne de Hond
BMC Geriatrics, 2025, vol. 25
The Harms of Class Imbalance Corrections for Machine Learning Based Prediction Models Alex Carriero, Kim Luijken, Anne de Hond, Karel G.M. Moons, Ben van Calster, Maarten van Smeden
Statistics in Medicine, 2025, vol. 44
Updating methods for artificial intelligence–based clinical prediction models Lotta M. Meijerink, Zoë S. Dunias, Artuur M. Leeuwenberg, Anne A.H. de Hond, David A. Jenkins, Glen P. Martin, Matthew Sperrin, Niels Peek, René Spijker, Lotty Hooft, Karel G.M. Moons, Maarten van Smeden, Ewoud Schuit
Journal of Clinical Epidemiology, 2024, vol. 178
The influence of the dynamic context of the pandemic on the predictive performance of mortality predictions over time in older patients hospitalized for COVID-19 Bas F.M. van Raaij, Anum Zahra, Ewout W. Steyerberg, Anne A.H. de Hond, Rosalinde A.L. Smits, Veerle M.G.T.H. van der Klei, Harmke A. Polinder-Bos, Julia Minnema, Brent Appelman, Annemieke Smorenberg, Stella Trompet, Geeske Peeters, Maarten van Smeden, Karel G.M. Moons, Jacobijn Gussekloo, Simon P. Mooijaart, Raymond Noordam
Journal of Clinical Epidemiology, 2024, vol. 179
Picture a data scientist Anne A.H. De Hond, Marieke M. Van Buchem, Tina Hernandez-Boussard
Journal of the American Medical Informatics Association, 2022, vol. 29, p.2178-2181