Prof. Dr. Oya Beyan

CRC 1607 | Prof. Dr. Oya Beyan

Institute for Biomedical Informatics
Kerpener Straße 62
50937 Cologne, Germany
+49 221 478-82911
oya.beyan@uni-koeln.de

Projects:

Project leader

Scientific career

Since 2018 GO-FAIR Personal Health Train Implementation Network Co-Coordinator

2019-2020 EOSC FAIR Working Group Member

2019-2021 Research Data Alliance Deutschland (RDA Germany) Board Member

Since 2019 Research Data Alliance Ethics and Social Aspects of Data Interest Group Co-Chair

Since 2018 W3C Semantic Web in Health Care and Life Sciences Community Group Member

Since 2016 Group Leader of the FAIR Data and Distributed Analytics und Deputy Director of the Knowledge Pipelines Unit at the Fraunhofer-Institute for Applied Information Technologies (FhG – FIT)

2015 – 2021 Postdoctoral Researcher and Lecturer at the Chair for Computer Science 5 at RWTH Aachen

2012 – 2015 Postdoctoral Researcher and Lecturer at the INSIGHT Centre for Data Analytics of the National University of Ireland Galway (NUIG)

2011 – 2012 Assistant Professor, Faculty of Engineering, Department of Computer Engineering, Atılım University, Ankara, Turkey

2000 – 2011 Research Associate, Informatics Institute, Department of Health Informatics, Middle East Technical University (METU), Ankara, Turkey

Selected publications

  1. Welten S, Mou Y, Neumann L, Jaberansary M, Ucer Yediel Y, Kirsten T, Decker S, Beyan O. (2022). A Privacy-Preserving Distributed Analytics Platform for Health Care Data. Methods of Information in Medicine
  2. Hochheiser H, Jing X, Garcia EA, Ayvaz S, Sahay R, Dumontier M, Banda JM, Beyan O, Brochhausen M, Draper E, Habiel S, Hassanzadeh O, Herrero-Zazo M, Hocum B, Horn J, LeBaron B, Malone DC, Nytrø Ø, Reese T, Romagnoli K, Schneider J, Zhang L(Y), Boyce RD. A Minimal Information Model for Potential Drug-Drug Interactions. Front. Pharmacol. (2021), 11:608068.
  3. Gleim LC, Karim MdR, Zimmermann L, Kohlbacher O, Stenzhorn H, Decker S, Beyan O. Enabling Ad-hoc Reuse of Private Data Repositories through Schema Extraction. Journal of Biomedical Semantics. 11, 6 (2020).
  4. McQuilton P, Batista D, Beyan O, Granell R, Coles S, Izzo M, Lister AL, Pergl R, Rocca-Serra P, Schaap B, Shanahan H, Thurston M, Sansone SA. Helping the consumers and producers of standards, repositories and policies to enable FAIR data. Data Intelligence. 2 (2020), 151–157.
  5. Porter E, La Gioia A, Salahuddin S, Decker S, Shahzad A, Elahi MA, O’Halloran M, Beyan O. Minimum information for dielectric measurements of biological tissues (MINDER): A framework for repeatable and reusable data. International Journal of RF and Microwave Computer‐Aided Engineering. 28, no. 3 (2018): e21201.
  6. Rezaul K., Islam, T., Beyan O., Lange, C., Cochez M., Rebholz-Schuhmann D., Decker S., Explainable AI for Bioinformatics: Methods, Tools, and Applications”, arXiv e-prints, 2022.
  7. Yongli Mou J.G., Qing Li F.L., Beyan O., Decker S., Rong C., Towards General Deep Leakage in Federated Learning, arXiv:2110.09074
  8. Yongli Mou, Welten S., Ucer Yediel Y., Kirsten T., Beyan O., arXiv:2103.13226
  9. Fluck J, Lindstädt B, Ahrens W, Beyan O, Buchner B, Darms J, Depping R, Dierkes J, Neuhausen H, Müller W, Zeeb H, Golebiewski M, Löffler M, Löbe M, Meineke F, Klammt S, Fröhlich H, Hahn H, Schulze M, Pischon T, Nöthlings U, Sax U, Kusch H, Grabenhenrich L, Schmidt CO, Waltemath D, Semler S, Gehrke J, Kirsten T, Praßer F, Thun S, Wieler L, Pigeot I. 2021. NFDI4Health – Nationale Forschungsdateninfrastruktur für Personenbezogene Gesundheitsdaten. Bausteine Forschungsdatenmanagement. Nr. 2 (Juli). German:72-85.