Michel Dumontier (M.J.)

Wilkinson, M. D., Dumontier, M., Aalbersberg, IJ. J., Appleton, G., Axton, M., Baak, A., Blomberg, N., Boiten, J.-W., Santos, L. B. D. S., Bourne, P. E., Bouwman, J., Brookes, A. J., Clark, T., Crosas, M., Dillo, I., Dumon, O., Edmunds, S., Evelo, C. T., Finkers, R., ... Mons, B. (2016). Comment: The FAIR Guiding Principles for scientific data management and stewardship. Scientific data, 3, Article 160018. https://doi.org/10.1038/sdata.2016.18

Wilkinson, M. D., Dumontier, M., Sansone, S.-A., Santos, L. O. B. D. S., Prieto, M., Batista, D., McQuilton, P., Kuhn, T., Rocca-Serra, P., Crosas, M., & Schultes, E. (2019). Evaluating FAIR maturity through a scalable, automated, community-governed framework. Scientific data, 6(1), Article 174. https://doi.org/10.1038/s41597-019-0184-5

Sun, C., van Soest, J., & Dumontier, M. (2023). Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacy. Journal of Biomedical Informatics, 143, Article 104404. https://doi.org/10.1016/j.jbi.2023.104404

Sun, C., Ippel, L., van Soest, J., Wouters, B., Malic, A., Adekunle, O., van den Berg, B., Mussmann, O., Koster, A., van der Kallen, C., van Oppen, C., Townend, D., Dekker, A., & Dumontier, M. (2019). A Privacy-Preserving Infrastructure for Analyzing Personal Health Data in a Vertically Partitioned Scenario. Studies in Health Technology and Informatics, 264, 373-377. https://doi.org/10.3233/SHTI190246

Odgers, D. J., Tellis, N., Hall, H., & Dumontier, M. (2016). Using LASSO Regression to Predict Rheumatoid Arthritis Treatment Efficacy. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, 2016, 176-83.

Esposito, M., Valente, G., Plasencia-Calaña, Y., Dumontier, M., Giordano, B. L., & Formisano, E. (2024). Bridging auditory perception and natural language processing with semantically informed deep neural networks. Scientific Reports, 14(1), Article 20994. https://doi.org/10.1038/s41598-024-71693-9

de Zegher, I., Norak, K., Steiger, D., Mueller, H., Kalra, D., Scheenstra, B., Cina, I., Shulz, S., Uma, K., Kalendralis, P., Lotmam, E.-M., Benedikt, M., Dumontier, M., & Celebi, R. (2024). Artificial intelligence based data curation: enabling a patient-centric European health data space. Frontiers in medicine, 11, Article 1365501. https://doi.org/10.3389/fmed.2024.1365501

Sun, C., Ocana, M. G., van Soest, J., & Dumontier, M. (2023). ciTIzen-centric DAta pLatform (TIDAL): Sharing distributed personal data in a privacy-preserving manner for health research. Semantic web, 14(5), 977-996. https://doi.org/10.3233/SW-223220