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Research output
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Rule-augmented constraint learning for semantic error detection in MIMIC-III knowledge graph
Erten, Ö., Kilic, O., Rienstra, T., Dumontier, M. & Celebi, R., 15 Apr 2026, In: International Journal of Medical Informatics. 210, 106297.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
An AI-powered data curation and publishing virtual assistant: usability and explainability/causability of, and patient interest in the first-generation prototype
van Mierlo, R., Liang, W., Norak, K., Kargl, M., Maasik, M., Bynens, A.-L., Plass, M., Kreuzthaler, M., Benedikt, M., Hochstenbach, L., van 't Hof, A., Celebi, R., Dekker, A., de Zegher, I., Kalendralis, P. & AIDAVA Consortium, 17 Oct 2025, In: Frontiers in Digital Health. 7, 12 p., 1629413.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Assessing Data Quality in Heterogeneous Health Care Integration: Simulation Study of the AIDAVA Framework
Declerck, J., Kilic, O. D., Erol, E. E., Mehryar, S., Kalra, D., de Zegher, I. & Celebi, R., 2025, In: JMIR Medical Informatics. 13, 15 p., e75275.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Journey of a Data Element to Data Interoperability and Reuse
de Zegher, I. & Celebi, R., 15 May 2025, In: Studies in Health Technology and Informatics. 327, p. 974-978 5 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
RecipeRAG: A Knowledge Graph-Driven Approach to Personalized Recipe Retrieval and Generation
Loesch, J., Durmus, E. & Celebi, R., 2025, In: CEUR Workshop Proceedings. 4079, p. 56-68 13 p.Research output: Contribution to journal › Conference article in journal › Academic › peer-review
Open Access
Datasets
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Food Health Claims Knowledge Graph
Çelebi, R. (Creator), van Lier, I. (Creator), de Boer, A. (Creator) & Dumontier, M. (Creator), Zenodo, 1 Jul 2025
DOI: 10.5281/zenodo.16610103, https://doi.org/10.5281/zenodo.16610104
Dataset/Software: Dataset
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Evaluation notebook and files for FAIR Workbench user evaluation
Kuhn, T. (Creator), Celebi, R. (Creator) & Richardson, R. (Creator), Zenodo, 30 Jun 2021
DOI: 10.5281/zenodo.5045447, https://doi.org/10.5281/zenodo.5045448
Dataset/Software: Dataset
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Embedding Metadata Shex and Example RDF
Celebi, R. (Creator), Zenodo, 6 Mar 2020
DOI: 10.5281/zenodo.3699566, https://zenodo.org/record/3708487 and 2 more links, https://zenodo.org/record/3699567, https://doi.org/10.5281/zenodo.3925754 (show fewer)
Dataset/Software: Dataset
Prizes
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Winner of Knowledge Base Construction from Pre-trained Language Models Track1
Yang, D. (Recipient), Wang, X. (Recipient) & Celebi, R. (Recipient), 25 Aug 2023
Prize: Prize (including medals and awards) › Academic