FISUL: A Framework for Detecting Adverse Drug Events from Heterogeneous Medical Sources Using Feature Importance. - Corinne G. Allaart; Lena Mondrejevski; Panagiotis Papapetrou (AIAI, 2019)

Vertical Split Learning - an exploration of predictive performance in medical and other use cases. - Corinne G. Allaart; Björn Keyser; Henri E. Bal; Aart van Halteren (IJCNN, 2022)

Secure and Private Vertical Federated Learning for Predicting Personalized CVA Outcomes. - Corinne G. Allaart; Marc X. Makkes; Lea Dijksman; Paul van der Nat; Douwe Biesma; Henri E. Bal; Aart van Halteren (AIME (1), 2024)

Building a Digital Health Twin for Personalized Intervention: The EPI Project. - Jamila Alsayed Kassem; Corinne G. Allaart; Saba Amiri; Milen G. Kebede; Tim Müller; Rosanne Turner; Adam Belloum; L. Thomas van Binsbergen; Peter Grunwald; Aart van Halteren; Paola Grosso; Cees de Laat; et al. (Commit2Data, 2024)

Predicting stroke outcome: A case for multimodal deep learning methods with tabular and CT Perfusion data. - Balázs Borsos; Corinne G. Allaart; Aart van Halteren (Artif. Intell. Medicine, 2024)

Private and Secure Distributed Deep Learning: A Survey. - Corinne G. Allaart; Saba Amiri; Henri E. Bal; Adam Belloum; Leon Gommans; Aart van Halteren; Sander Klous (ACM Comput. Surv., 2025)