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

Reply regarding Hidde Dijkstra, Cathleen S. Parsons, Hanne Eva van Bremen, Hanna C. Willems, Anne A.H. de Hond, Barbara C. van Munster, Job N. Doornberg, Jacobien H.F. Oosterhoff
Acta Orthopaedica, 2026, vol. 97, p.241-242
Preliminary appraisal of machine learning–based prediction models Alex Carriero, Anne A.H. de Hond, Karel G.M. Moons, Maarten van Smeden
Journal of Clinical Epidemiology, 2026, vol. 194
Validation of IHC4 + C for male breast cancer Carmen van der Pol, Anne de Hond, Dieuwke Mink van der Molen, Quirine Manson, Inne Borel-Rinkes, Arjen Witkamp, Elsken van der Wall, Helena Verkooijen, Paul van Diest
Virchows Archiv, 2026, vol. 488, p.1049-1057
Explainable AI in healthcare Alex Carriero, Anne de Hond, Bram Cappers, Fernando Paulovich, Sanne Abeln, Karel Gm Moons, Maarten van Smeden
Diagnostic and Prognostic Research, 2025, vol. 9
Racial and Ethnic Disparities in Statin Adherence Gabriela Escobar, Zahra Azizi, Anne de Hond, Ashley Adanna Lewis, Madelena Y Ng, Fatima Rodriguez, Tina Hernandez-Boussard
2025
In humble defence of unexplainable black box prediction models in healthcare Florien S van Royen, Hilde J P Weerts, Anne A H de Hond, Geert-Jan Geersing, Frans H Rutten, Karel G M Moons, Maarten van Smeden
Journal of Clinical Epidemiology, 2025, vol. 189