Mr. R.V. (Roland) Bumbuc MSc
Faculty of Science
Informatics Institute
Visiting address
- Science Park 900
Postal address
-
Postbus 94323
1090 GH Amsterdam
Contact details
-
Publications
2026
- Barylli, M., Saha, J., Buffart, T. E., Koster, J., Lenos, K. J., Vermeulen, L., Bumbuc, R. V., & Muniraj, V. S. (2026). Single Cell Network-Based Multiomics Models: A Review. Manuscript submitted for publication. https://doi.org/10.48550/arXiv.2503.09568
- Mulder, P. P. G., Hooren, M. V., Bumbuc, R. V., Hooijmans, C. R., Korkmaz, H. I., & Boekema, B. (2026). Complement Response to Burn Injury: Systematic Review and Meta-Analysis of Patient and Animal Studies. Frontiers in Immunology, 17, Article 1793945. https://doi.org/10.3389/fimmu.2026.1793945
2025
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 [details]- 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 [details]
2024
- 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 [details]
2023
- 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 [details]
- 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, V. V. Krzhizhanovskaya, P. M. A. Sloot, M. Paszynski, & J. J. Dongarra (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
2026
- Bumbuc, R. V., Baglamis, S., Yildirim, V., Nicolaou, M., & Muniraj, V. S. (2026). Chronic Stress: An overview in the field of computational modelling and complexity. Zenodo. https://doi.org/10.5281/zenodo.18442118
- Zhu, Z., Louws, M. N., Bumbuc, R. V., Sakkers , J., Wilding, R., Brandt, B., Hoekstra, A. G., & Muniraj, V. S. (2026). FAIR and Square: Privacy Compliance Framework for Healthcare Databases. Research Square. https://doi.org/10.21203/rs.3.rs-8205252/v1
- de Regt, S., Bumbuc, R. V., & Muniraj, V. S. (2026). Standardized API Design for Privacy-Preserving Federated Learning in FAIR-Compliant Biomedical Databases. Research Square. https://doi.org/10.21203/rs.3.rs-8724094/v1
This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list. -
Ancillary activities
-
AmsterdamUMC
Computational Biomedicine Researcher in Burn Immune response. -
Universtity of Amsterdam
Computational Biomedicine research
-
AmsterdamUMC
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.