Andre Dekker (A.L.A.J.)

van Daalen, F., Jacquemin, M., van Soest, J., Stahl, N., Townend, D., Dekker, A., & Bermejo, I. (2025). A critique of current approaches to privacy in machine learning. Ethics and Information Technology, 27(3), Article 32. https://doi.org/10.1007/s10676-025-09843-4

Li, W., Pan, X., Zhang, Z., Wu, G., Ye, G., Wee, L., Dekker, A., Han, C., Shi, L., Liu, Z., Liu, Z., & Shi, Z. (2025). Data-efficient federated semi-supervised learning framework via pseudo supervision refinement strategy for lung tumor segmentation. Biomedical Signal Processing and Control, 107, Article 107793. https://doi.org/10.1016/j.bspc.2025.107793

van Daalen, F., Smits, D., Ippel, L., Dekker, A., & Bermejo, I. (2025). Verticox plus: vertically distributed Cox proportional hazards model with improved privacy guarantees. Complex & Intelligent Systems, 11(9), Article 388. https://doi.org/10.1007/s40747-025-02022-4

Bruninx, A., Ippel, L., Willems, R., Dekker, A., & Bermejo, I. (2025). Development and temporal evaluation of sex-specific models to predict 4-year atherosclerotic cardiovascular disease risk based on age and neighbourhood characteristics in South Limburg, the Netherlands. Diagnostic and prognostic research, 9(1), Article 15. https://doi.org/10.1186/s41512-025-00198-4

Geraeds, C. B. G., Bruninx, A., Dekker, A. L. A. J., Barandiaran Aizpurua, A., Bermejo, I., & Brunner-La Rocca, H.-P. (2025). Exploring safety of down-titrating diuretics in heart failure management. European journal of heart failure. Advance online publication. https://doi.org/10.1002/ejhf.3714

Sasidharan, B. K., Sidhique, S. K., Wilson, J. V., Mathew, M., Tirkey, A. J., Singh, A., Sundararaj, J. J., T, H. M. T., B, S., Kuchipudi, B. R., Sunny, J., Joel, A., Jacob, A., Vidya, K., Agarwal, M., Irodi, A., Riju, J., R, N., Michael, R., ... Pavamani, S. P. (2025). Pragmatic patient choice-driven radical treatment approach (PRAGRAD) for very advanced Unresectable Oral Cavity Cancers. International Journal of Radiation Oncology Biology Physics. Advance online publication. https://doi.org/10.1016/j.ijrobp.2025.05.088

Bontempi, D., Zalay, O., Bitterman, D. S., Birkbak, N., Shyr, D., Haugg, F., Qian, J. M., Roberts, H., Perni, S., Prudente, V., Pai, S., Dekker, A., Haibe-Kains, B., Guthier, C., Balboni, T., Warren, L., Krishan, M., Kann, B. H., Swanton, C., ... Aerts, H. J. W. L. (2025). FaceAge, a deep learning system to estimate biological age from face photographs to improve prognostication: a model development and validation study. The Lancet Digital Health, 7(6), Article 100870. https://doi.org/10.1016/j.landig.2025.03.002

van Soest, J., Sanchez Gomez, L., Wee, L., & Dekker, A. (2025). A Governance Framework for Federated Learning Projects in Healthcare. Studies in Health Technology and Informatics, 327, 258-262. https://doi.org/10.3233/SHTI250324

Hogenboom, J., Lobo Gomes, A., Dekker, A., van der Graaf, W., Husson, O., & Wee, L. (2025). From Federated Learning to Publicly Facing Platform; Proof-of-Concept of the STRONG AYA Information Portal. Studies in Health Technology and Informatics, 327, 591-592. https://doi.org/10.3233/SHTI250407

Akhmad, E., Slob, D., Lobo Gomes, A., Dekker, A., & van Soest, J. (2025). What to Report? A Systematic Review of Medical AI Reporting Guidelines: Preliminary Results. Studies in Health Technology and Informatics, 327, 390-391. https://doi.org/10.3233/SHTI250351