Publications

Vivien van Veldhuizen

2025

  1. Foundation Models in Medical Imaging – A Review and Outlook
    V. V. Veldhuizen, V. Botha, C. Lu, M. E. Cesur, K. G. Lipman, E. D. D. Jong, H. Horlings, C. I. Sanchez, C. G. M. Snoek, L. Wessels, R. Mann, E. Marcus, J. Teuwen, 2025
    ArXiv
    Abstract

2023

  1. Modeling Barrett’s Esophagus Progression Using Geometric Variational Autoencoders
    Cancer Prevention Through Early Detection
    V. Van Veldhuizen, S. Vadgama, O. De Boer, S. Meijer, E. J. Bekkers, 2023
    doi
    Abstract

2021

  1. Reproducibility report: Towards visually explaining variational autoencoders
    ML Reproducibility Challenge 2020
    F. Brongers, B. Leijnse, L. Eshuijs, V. van Veldhuizen, 2021
    url
    Abstract