Michel Dumontier (M.J.)
Key publications
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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.2016.18More information about this publication
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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/s41597-019-0184-5More information about this publication
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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.2023.104404More information about this publication
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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/SHTI190246More information about this publication
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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.More information about this publication
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Ozkan, E., Celebi, R., Yilmaz, A., Emonet, V., & Dumontier, M. (2023). Generating Knowledge Graph Based Explanations for Drug Repurposing Predictions. In Semantic Web Applications and Tools for Health Care and Life Sciences (Vol. 3415, pp. 22-31) https://ceur-ws.org/Vol-3415/paper-3.pdfMore information about this publication
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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/s41598-024-71693-9More information about this publication
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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.2024.1365501More information about this publication
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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-223220More information about this publication
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Emonet, V., Zaveri, A., Malic, A., Grigoriu, A., & Dumontier, M. (2018). Data2Services: enabling automated conversion of data to services. In SWAT4LSMore information about this publication
Recent publications
Other publications
- Wilkinson MD, Dumontier M, et al. The FAIR Guiding Principles for scientific data management and stewardship. Sci Data. 2016 Mar 15;3:160018. doi: 10.1038/sdata.2016.18.
- Wilkinson MD, et al., Dumontier M. Interoperability and FAIRness through a novel combination of Web technologies. PeerJ Preprints 2017 5:e2522v2 doi:10.7287/peerj.preprints.2522v2
- Dumontier M et al. The health care and life sciences community profile for dataset descriptions. PeerJ 2016 4:e2331 doi:10.7717/peerj.2331
- Zaveri A, et al., Dumontier M. The smartAPI: Towards a more intelligent network of Web APIs. To appear in 2017 Proceedings of the Extended Semantic Web Conference
- Dumontier M et al. The Semanticscience Integrated Ontology (SIO) for biomedical research and knowledge discovery. J Biomed Semantics. 2014 Mar 6;5(1):14. doi: 10.1186/2041-1480-5-14.
- Using LASSO Regression to Predict Rheumatoid Arthritis Treatment Efficacy. Odgers DJ, Telis N, Hall N, Dumontier M. AMIA Jt Summits Transl Sci Proc. 2016 Jul 20;2016:176-83. PMID: 27570666
- Ontology-Based Querying with Bio2RDF's Linked Open Data. A Callahan, J Cruz-Toledo, M Dumontier. Journal of Biomedical Semantics. 2013. 4(Suppl 1):S1. doi: 10.1186/2041-1480-4-S1-S1