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Results: 7
Number of items: 7
  • Open Access
    de Regt, S., Bumbuc, R. V., & Sheraton, V. M. (2026). Standardized API Design for Privacy-Preserving Federated Learning in FAIR-Compliant Biomedical Databases. (v1 ed.) Research Square. https://doi.org/10.21203/rs.3.rs-8724094/v1
  • Open Access
    Duah, A. G., Bumbuc, R. V., Korkmaz, H. I., Wilding, R., & Sheraton, V. M. (2025). FedDeepInsight—A privacy-first federated learning architecture for medical data. Informatics in Medicine Unlocked, 58, Article 101691. https://doi.org/10.1016/j.imu.2025.101691
  • Open Access
    Papapanagiotou, I., Bumbuc, R. V., Korkmaz, H. I., Krzhizhanovskaya, V., & Sheraton, V. M. (2025). From simulations to surrogates: Neural networks enhancing burn wound healing predictions. Journal of Computational Science, 89, Article 102593. https://doi.org/10.1016/j.jocs.2025.102593
  • Open Access
    Zhu, Z., Louws, M. N., Bumbuc, R. V., Sakkers , J., Wilding, R., Brandt, B., Hoekstra, A. G., & Sheraton , V. M. (2025). FAIR and Square: Privacy Compliance Framework for Healthcare Databases. (v1 ed.) Research Square. https://doi.org/10.21203/rs.3.rs-8205252/v1
  • Open Access
    Korkmaz, H. I., Sheraton, V. M., Bumbuc, R. V., Li, M., Pijpe, A., Mulder, P. P. G., Boekema, B. K. H. L., de Jong, E., Papendorp, S. G. F., Brands, R., Middelkoop, E., Sloot, P. M. A., & van Zuijlen, P. P. M. (2024). An in silico modeling approach to understanding the dynamics of the post-burn immune response. Frontiers in Immunology, 15, Article 1303776. https://doi.org/10.3389/fimmu.2024.1303776
  • Bumbuc, R. V., Korkmaz, H. I., van Zuijlen, P. P. M., Vermeulen, L., & Sheraton, V. M. (2023). Understanding the Dynamics of the Proliferative Phase in Local Burn Wound Healing: A Computational Model. In X. Jiang, H. Wang, R. Alhajj, X. Hu, F. Engel, M. Mahmud, N. Pisanti, X. Cui, & H. Song (Eds.), Proceedings : 2023 IEEE International Conference on Bioinformatics and Biomedicine: December 5-8, 2023, Istanbul & Turkey (pp. 3676-3683). IEEE. https://doi.org/10.1109/BIBM58861.2023.10385875
  • Bumbuc, R. V., Yildirim, V., & Sheraton, M. V. (2023). Modelling the Interplay Between Chronic Stress and Type 2 Diabetes On-Set. In J. Mikyška, C. de Mulatier, M. Paszynski, V. V. Krzhizhanovskaya, J. J. Dongarra, & P. M. A. Sloot (Eds.), Computational Science – ICCS 2023: 23rd International Conference, Prague, Czech Republic, July 3–5, 2023 : proceedings (Vol. II, pp. 330-338). (Lecture Notes in Computer Science; Vol. 14074). Springer. https://doi.org/10.1007/978-3-031-36021-3_34
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