{"id":188,"date":"2019-03-27T15:23:35","date_gmt":"2019-03-27T15:23:35","guid":{"rendered":"http:\/\/oyabeyan.info\/?page_id=188"},"modified":"2026-04-21T12:37:07","modified_gmt":"2026-04-21T12:37:07","slug":"publications","status":"publish","type":"page","link":"https:\/\/oyabeyan.info\/?page_id=188","title":{"rendered":"Publications"},"content":{"rendered":"<div class=\"tabs tabs-horizontal\"> <ul class=\"tabs-menu\"> <li class=\"active\"><a href=\"#11\">Journals<\/a><\/li> <li><a href=\"#22\">Conferences<\/a><\/li> <li><a href=\"#33\">Deliverables<\/a><\/li> <li><a href=\"#44\">Theses<\/a><\/li> <\/ul><\/p>\n<p><div class=\"tabs-content\"><\/p>\n<p><div id=\"11\" class=\"tab-content\"><\/p>\n<p>Taieb MAH, Merdassi M, Tlili A, Bouri MA, Abdallah MB, Gnuito D, Turki H, Kammoun MH, Ouerda Z, Jaberansary M, Schultz B, Tang F-SK-B, Koumpis A, Aouicha MB, <strong>Beyan O.<\/strong>\u00a0<span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.frontiersin.org\/journals\/medicine\/articles\/10.3389\/fmed.2026.1759016\/full\">Federated learning and Data Lakehouse for healthcare analytics: a knowledge transfer initiative between Germany and Tunisia.<\/a> <\/span><i>Front. Med.<\/i> (2026). 13:1759016.\u00a0 doi: 10.3389\/fmed.2026.1759016<\/p>\n<p>Graefe ASL, Rehburg F, Alkarkoukly S, Danis D, Gr\u00f6nke A, H\u00fcbner MR, Bartschke A, Debertsh\u00e4user T, Klopfenstein SAI, Sa\u00df J, Fleck J, Rehberg M, Zsch\u00fcntzsch J, Nyoungui EF, Kalashnikova T, Murgu\u00eda-Favela L, Derfalvi B, Wright NAM, Moosa S, Ogishima S, Semler O, Wiegand S, K\u00fchnen P, Mungall CJ, Haendel MA, Robinson PN, Thun S, <strong>Beyan O.<\/strong>\u00a0<span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.nature.com\/articles\/s41525-025-00534-z\" target=\"_blank\" rel=\"noopener\">RareLink: scalable REDCap-based framework for rare disease interoperability linking international registries to FHIR and Phenopackets.\u00a0<\/a><\/span><i>npj Genom. Med.<\/i>\u00a010, 72 (2025). doi: 10.1038\/s41525-025-00534-z.<\/p>\n<p>Neufang S, Li F, Akhrif A, <strong>Beyan OD.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/40764552\/\" target=\"_blank\" rel=\"noopener\">Toward a fair, gender-debiased classifier for the diagnosis of attention deficit\/hyperactivity disorder- a Machine-Learning based classification study.<\/a><\/span> <em>BMC Med Inform Decis Mak.<\/em> (2025). Aug 5;25(1):290. doi: 10.1186\/s12911-025-03126-0. PMID: 40764552; PMCID: PMC12326834.<\/p>\n<p>Cihan S, Y\u0131lmaz N, Ozsoy A, <strong>Beyan O.<\/strong>\u00a0<span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/link.springer.com\/article\/10.1007\/s11517-024-03274-x\" target=\"_blank\" rel=\"noopener\">A systematic review of the blockchain application in healthcare research domain: toward a unified conceptual model.<\/a><\/span> <em>Med Biol Eng Comput.<\/em> (2025). doi:10.1007\/s11517-024-03274-x.<\/p>\n<p>Graefe ASL, H\u00fcbner MR, Rehburg F, Sander S, Klopfenstein SAI, Alkarkoukly S, Gr\u00f6nke A, Weyersberg A, Danis D, Zsch\u00fcntzsch J, Nyoungui EF, Wiegand S, K\u00fchnen P, Robinson PN, <strong>Beyan O,<\/strong> Thun S. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.nature.com\/articles\/s41597-025-04558-z\" target=\"_blank\" rel=\"noopener\">An ontology-based rare disease common data model harmonising international registries, FHIR, and Phenopackets.<\/a><\/span> <em>Sci Data. <\/em>(2025). 12, 234. doi:10.1038\/s41597-025-04558-z.<\/p>\n<p>Cihan S, Ozsoy A, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/cpe.70005\" target=\"_blank\" rel=\"noopener\">Managing Clinical Research on Blockchain Using FAIR Principles.<\/a><\/span> <em>Concurrency Computat Pract Exper.<\/em> (2025). 37: e70005. doi:10.1002\/cpe.70005.<\/p>\n<p>Koumpis A, Finisterra do Pa\u00e7o AM, <strong>Beyan O. <\/strong><a href=\"https:\/\/online-journals.org\/index.php\/i-joe\/article\/view\/50895\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800000;\">Challenges of Entrepreneurship Teaching in the Healthtech and Medtech Domains: Some Inputs for a New Approach.<\/span><\/a> <i>International Journal of Online and Biomedical Engineering (iJOE). <\/i>(2024). 20(13), pp. 167\u2013174. doi: 10.3991\/ijoe.v20i13.50895.<\/p>\n<p>Gehrmann J, Soenarto D, Hidayat K, Beyer M, Quakulinski L, Alkarkoukly S, Berressem S, Gundert A, Butler M, Gr\u00f6nke A, Lennartz S, Persigehl T, Zander T, <strong>Beyan O.<\/strong> <a href=\"https:\/\/www.frontiersin.org\/journals\/medicine\/articles\/10.3389\/fmed.2024.1396459\/full\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800000;\">Seeing the Primary Tumor because of all the Trees: Cancer Type Prediction on low-dimensional Data.<\/span><\/a> <em>Frontiers in Medicine. (<\/em>2024). 11:1396459. doi:10.3389\/fmed.2024.1396459.<\/p>\n<p>Waltemath D, <strong>Beyan O,<\/strong> Crameri K, Dedi\u00e9 A, Gierend K, Gr\u00f6ber P, Inau ET, Michaelis L, Reinecke I, Sedlmayr M, Thun S, Krefting D. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/link.springer.com\/article\/10.1007\/s00103-024-03884-8\" target=\"_blank\" rel=\"noopener\">FAIRe Gesundheitsdaten im nationalen und internationalen Datenraum.<\/a><\/span> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/link.springer.com\/journal\/103\" target=\"_blank\" rel=\"noopener\"><em>Bundesgesundheitsbl.<\/em><\/a><\/span> (2024). doi: 10.1007\/s00103-024-03884-8.<\/p>\n<p>Christoforaki M, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.mdpi.com\/2673-2688\/5\/2\/25\" target=\"_blank\" rel=\"noopener\">Towards an ELSA Curriculum for Data Scientists.<\/a><\/span>\u00a0<em>AI<\/em>. (2024). Special Issue\u00a0Standards and Ethics in AI. 5(2):504-515. doi:10.3390\/ai5020025.<\/p>\n<p>Dannenberg, C., Heimann, J., Koumpis, A., <strong>Beyan, O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/online-journals.org\/index.php\/i-joe\/article\/view\/47247\" target=\"_blank\" rel=\"noopener\">Identification of Medical Ecosystems in the Field of Mental Health and Cardiovascular Diseases at the Cologne Site.<\/a><\/span> <i>International Journal of Online and Biomedical Engineering (iJOE). <\/i>(2024). <i>20<\/i>(05), pp. 66\u201377. doi: 10.3991\/ijoe.v20i05.47247.<\/p>\n<p>Li F, Wang Y, <strong>Beyan O<\/strong>, Sch\u00f6neck M, Lourenco Caldeira L. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3643034\" target=\"_blank\" rel=\"noopener\">Voxel-wise Medical Images Generalization for Eliminating Distribution Shift.<\/a><\/span> <em>ACM Transactions on Knowledge Discovery from Data.<\/em> (2024). Online AM: 25 January 2024. doi:10.1145\/3643034<\/p>\n<p>Welten S, Weber S, Holt A, <strong>Beyan O<\/strong>, Decker S. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/38259836\/\" target=\"_blank\" rel=\"noopener\">Will it run?-A proof of concept for smoke testing decentralized data analytics experiments.<\/a><\/span> <em>Frontiers in Medicine.<\/em> (2024). Jan 8;10:1305415. doi: 10.3389\/fmed.2023.1305415.<\/p>\n<p>Altini N, Rossini M, Turkevi-Nagy S, Pesce F, Pontrelli P, Prencipe B, Berloco F, Seshan S, Gibier JB, Dorado AP, Bueno G, Peruzzi L, Rossi M, Eccher A, Li F, Koumpis A, <strong>Beyan O<\/strong>, Barratt J, Vo HQ, Mohan C, Nguyen HV, Cicalese PA, Ernst A, Gesualdo L, Bevilacqua V, Becker JU. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0169260723004807\" target=\"_blank\" rel=\"noopener\">Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy.<\/a><\/span> <em>Computer Methods and Programs in Biomedicine.<\/em> (2023). Volume 242, 2023, 107814. doi: 10.1016\/j.cmpb.2023.107814.<\/p>\n<p>Kirichenko S, Koumpis A, <strong>Beyan O<\/strong>. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/online-journals.org\/index.php\/i-joe\/article\/view\/45905\" target=\"_blank\" rel=\"noopener\">Stakeholders of Cardiovascular Innovation Ecosystems in Germany: A First Level Analysis and an Example.<\/a><\/span> <i>International Journal of Online and Biomedical Engineering (iJOE).<\/i> (2023). 19(18), pp. 4\u201317. doi: 10.3991\/ijoe.v19i18.45905<\/p>\n<p>Karim MdR, Islam T, Shajalal Md, <strong>Beyan O,<\/strong> Lange C, Cochez M, Rebholz-Schuhmann D, Decker S. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/academic.oup.com\/bib\/advance-article-abstract\/doi\/10.1093\/bib\/bbad236\/7227172\" target=\"_blank\" rel=\"noopener noreferrer\">Explainable AI for Bioinformatics: Methods, Tools and Applications.<\/a><\/span> <em>Briefings in Bioinformatics.<\/em> (2023). Published in: 21 July 2023. doi: 10.1093\/bib\/bbad236.<\/p>\n<p>Quakulinski L, Koumpis A, <strong>Beyan O. <\/strong><span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.worldscientific.com\/doi\/epdf\/10.1142\/S1793351X23630011\" target=\"_blank\" rel=\"noopener noreferrer\">Transparency in Medical Artificial Intelligence Systems.<\/a><\/span> <em>International Journal of Semantic Computing<\/em>. (2023). Published in: 19 July 2023. doi: 10.1142\/S1793351X23630011.<\/p>\n<p>Gehrmann J, Herczog E, Decker S, <strong>Beyan O.<\/strong>\u00a0<span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.nature.com\/articles\/s41597-023-02361-2\" target=\"_blank\" rel=\"noopener noreferrer\">What prevents us from reusing medical real-world data in research.<\/a><\/span>\u00a0<i>Sci Data<\/i> 10, 459. (2023). doi:10.1038\/s41597-023-02361-2.<\/p>\n<p>Geng J, Mou Y, Li Q, Li, F, <strong>Beyan O<\/strong>, Decker S, Rong C. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/10024757\" target=\"_blank\" rel=\"noopener noreferrer\">Improved Gradient Inversion Attacks and Defenses in Federated Learning.<\/a><\/span> <em>IEEE Transactions on Big Data. <\/em>(2023). doi: 10.1109\/TBDATA.2023.3239116.<\/p>\n<p>Welten S, Mou Y, Neumann L, Jaberansary M, Ucer Yediel Y, Kirsten T, Decker S, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.thieme-connect.com\/products\/ejournals\/abstract\/10.1055\/s-0041-1740564\" target=\"_blank\" rel=\"noopener noreferrer\">A Privacy-Preserving Distributed Analytics Platform for Health Care Data.<\/a><\/span> <em>Methods of Information in Medicine.<\/em>\u00a0(2022). doi: 10.1055\/s-0041-1740564.<\/p>\n<p class=\"article-groups left-flag\">Christoforaki M, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.mdpi.com\/2076-3417\/12\/9\/4130\" target=\"_blank\" rel=\"noopener noreferrer\">AI Ethics\u2014A Bird\u2019s Eye View.<\/a><\/span> <em>Applied Science.<\/em> (2022). 2022, 12, 4130. doi: 10.3390\/app12094130<\/p>\n<p>Welten S, Hempel L, Abedi M, Mou Y, Jaberansary M,\u00a0Neumann L, Weber S, Tahar K, Ucer Yediel Y, L\u00f6be M,\u00a0 Decker S, <strong>Beyan O,<\/strong> Kirsten T. <a href=\"https:\/\/www.mdpi.com\/2076-3417\/12\/9\/4336\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #993300;\">Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics.<\/span><\/a> <em>Applied Science.<\/em> (2022). 2022, 12, 4336. doi: 10.3390\/app12094336.<\/p>\n<p class=\"article-groups left-flag\">Karim MdR, Cochez M, Zappa A, <span class=\"metadata--author-name\" data-v-69392123=\"\">Sahay R<\/span><span data-v-69392123=\"\">,\u00a0<\/span><span class=\"metadata--author-name\" data-v-69392123=\"\">Rebholz-Schuhmann D<\/span><span data-v-69392123=\"\">,\u00a0<\/span><strong><span class=\"metadata--author-name\" data-v-69392123=\"\">Beyan O<\/span><\/strong><span data-v-69392123=\"\">, <\/span><span class=\"metadata--author-name\" data-v-69392123=\"\">Decker S. <\/span><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/europepmc.org\/article\/med\/32750845\" target=\"_blank\" rel=\"noopener noreferrer\">Convolutional Embedded Networks for Population Scale Clustering and Bio-ancestry Inferencing.<\/a><\/span> <em>IEEE\/ACM Transactions on Computational Biology and Bioinformatics.<\/em> (2022). 2022 Jan;19 (1):369-382. doi: 10.1109\/tcbb.2020.2994649.<\/p>\n<p>Fluck J, Lindst\u00e4dt B, Ahrens W, <strong>Beyan O<\/strong>, Buchner B, Darms J, Depping R, Dierkes J, Neuhausen H, M\u00fcller W, Zeeb H, Golebiewski M, L\u00f6ffler M, L\u00f6be M, Meineke F, Klammt S, Fr\u00f6hlich H, Hahn H, Schulze M, Pischon T, N\u00f6thlings U, Sax U, Kusch H, Grabenhenrich L, Schmidt CO, Waltemath D, Semler S, Gehrke J, Kirsten T, Pra\u00dfer F, Thun S, Wieler L, Pigeot I. 2021. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/bausteine-fdm.de\/article\/view\/8331\" target=\"_blank\" rel=\"noopener noreferrer\">NFDI4Health \u2013 Nationale Forschungsdateninfrastruktur f\u00fcr Personenbezogene Gesundheitsdaten<\/a>.<\/span> <em>Bausteine Forschungsdatenmanagement<\/em>. (2021). Nr. 2 (Juli). German:72-85. doi: 10.17192\/bfdm.2021.2.8331.<\/p>\n<p class=\"article-groups left-flag\"><a class=\"linked-name js-linked-name\">Welten<i class=\"icon-corresponding_author\"><\/i><\/a> S<span class=\"al-author-delim\">, <\/span><a class=\"linked-name js-linked-name\">Neumann<\/a> L<span class=\"al-author-delim\">, <\/span><a class=\"linked-name js-linked-name\">Ucer Yediel<\/a> Y<span class=\"al-author-delim\">, <\/span><a class=\"linked-name js-linked-name\">da Silva Santos<\/a> LOB<span class=\"al-author-delim\">, D<\/span><a class=\"linked-name js-linked-name\">ecker<\/a> S<span class=\"al-author-delim\">, <\/span><strong>Beyan O<\/strong>.\u00a0<a class=\"linked-name js-linked-name\" href=\"https:\/\/direct.mit.edu\/dint\/article\/doi\/10.1162\/dint_a_00100\/101036\/DAMS-A-Distributed-Analytics-Metadata-Schema\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #993300;\">DAMS: A Distributed Analytics Metadata Schema. <\/span><\/a><em>Data Intelligence<\/em> 1\u201317. (2021). <a class=\"linked-name js-linked-name\"><span class=\"article-date\">May 12 2021. doi: <\/span><\/a>10.1162\/dint_a_00100.<\/p>\n<p class=\"article-groups left-flag\">Hochheiser H, Jing X, Garcia EA, Ayvaz S, Sahay R, Dumontier M, Banda JM, <strong>Beyan O<\/strong>, Brochhausen M, Draper E, Habiel S, Hassanzadeh O, Herrero-Zazo M, Hocum B, Horn J, LeBaron B, Malone DC, Nytr\u00f8 \u00d8, Reese T, Romagnoli K, Schneider J, Zhang L(Y), Boyce RD. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/www.frontiersin.org\/articles\/10.3389\/fphar.2020.608068\/full\" target=\"_blank\" rel=\"noopener noreferrer\">A Minimal Information Model for Potential Drug-Drug Interactions.<\/a><\/span> <em>Front. Pharmacol.<\/em> (2021). 11:608068. doi: 10.3389\/fphar.2020.608068.<\/p>\n<p>Karim MdR, Jiao J, D\u00f6hmen T, Cochez M, <strong>Beyan O<\/strong>, <span class=\"metadata--author-name\" data-v-69392123=\"\">Rebholz-Schuhmann D<\/span><span data-v-69392123=\"\">, <\/span><span class=\"metadata--author-name\" data-v-69392123=\"\">Decker S<\/span>. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/9363889\" target=\"_blank\" rel=\"noopener noreferrer\">DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis from Radiographs and Magnetic Resonance Imaging.<\/a><\/span> <em>IEEE Access<\/em>, vol. 9, pp. 39757-39780. (2021). doi: 10.1109\/ACCESS.2021.3062493.<\/p>\n<p>Gleim LC, Karim MdR, Zimmermann L, Kohlbacher O, Stenzhorn H, Decker S, <strong>Beyan O<\/strong>. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/jbiomedsem.biomedcentral.com\/articles\/10.1186\/s13326-020-00223-z\" target=\"_blank\" rel=\"noopener noreferrer\">Enabling Ad-hoc Reuse of Private Data Repositories through Schema Extraction.<\/a><\/span> <em>Journal of Biomedical Semantics. <\/em>11<b>,\u00a0<\/b>6 (2020). doi: 10.1186\/s13326-020-00223-z.<\/p>\n<p>Bukowski M, Farkas R, <strong>Beyan O<\/strong>, Moll L, Hahn H, Kiessling F, Schmitz-Rode T.<span style=\"color: #993300;\"> <a style=\"color: #993300;\" href=\"https:\/\/link.springer.com\/article\/10.1007%2Fs00330-020-06874-x\" target=\"_blank\" rel=\"noopener noreferrer\">Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective?<\/a> <\/span><em>European Radiology<\/em> (2020). doi: 10.1007\/s00330-020-06874-x.<\/p>\n<p>Karim MdR, <strong>Beyan O<\/strong>, Zappa A, Costa IG, Rebholz-Schuhmann D, Cochez M, Decker S. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/academic.oup.com\/bib\/advance-article\/doi\/10.1093\/bib\/bbz170\/5721075\" target=\"_blank\" rel=\"noopener noreferrer\">Deep Learning-based Clustering Approaches for Bioinformatics.<\/a><\/span> <em>Briefings in Bioinformatics. <\/em>bbz170. (2020). Published: 02 February 2020. doi: 10.1093\/bib\/bbz170.<\/p>\n<p class=\"information_content_text\">McQuilton P, Batista D, <strong>Beyan O<\/strong>, Granell R, Coles S, Izzo M, Lister AL, Pergl R, Rocca-Serra P, Schaap B, Shanahan H, Thurston M, Sansone SA. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/www.data-intelligence-journal.org\/p\/46\/\" target=\"_blank\" rel=\"noopener noreferrer\">Helping the consumers and producers of standards, repositories and policies to enable FAIR data.<\/a><\/span> <em>Data Intelligence.<\/em> 2 (2020), 151\u2013157. doi: 10.1162\/dint_a_00037.<\/p>\n<p class=\"information_content_text\"><strong>Beyan O<\/strong>, Choudhury A, van Soest J, Kohlbacher O, Zimmermann L, Stenzhorn H, Karim MdR, Dumontier M, Decker S, Bonino da Silva Santos LO, Dekker A. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/www.data-intelligence-journal.org\/p\/39\/\" target=\"_blank\" rel=\"noopener noreferrer\">Distributed Analytics on Sensitive Medical Data: The Personal Health Train.<\/a> <\/span><em>Data Intelligence.<\/em> 2 (2020), 96\u2013107. doi: 10.1162\/dint_a_00032.<\/p>\n<p>Karim MdR, Rahman MdA, Jares JB, Decker S, <strong>Beyan O<\/strong>. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/link.springer.com\/article\/10.1007\/s00521-019-04616-9\" target=\"_blank\" rel=\"noopener noreferrer\">A Snapshot Neural Ensemble Method for Cancer Type Prediction Based on Copy Number Variations.<\/a> <\/span><em>Neural Computing and Applications.<\/em> (2019). First Online: 30 November 2019. doi: 10.1007\/s00521-019-04616-9.<\/p>\n<p>Karim MdR, Wicaksono G, Costa IG, Decker S, <strong>Beyan O<\/strong>. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/8839793\" target=\"_blank\" rel=\"noopener noreferrer\">Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data.<\/a> <\/span><em>IEEE Access. <\/em>Vol. 7, pp. 133850 &#8211; 133864 (2019). doi: 10.1109\/access.2019.2941796.<\/p>\n<p>Winter A, St\u00e4ubert S, Ammon D, Aiche S,\u00a0<strong>Beyan O<\/strong>, Bischoff V, Daumke P. et al.\u00a0<a href=\"https:\/\/www.thieme-connect.com\/products\/ejournals\/abstract\/10.3414\/ME18-02-0004\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #993300;\">Smart medical information technology for healthcare (SMITH).<\/span><\/a>\u00a0<em>Methods of Information in Medicine.<\/em>\u00a057, no. S 01 (2018): e92-e105.<\/p>\n<p>Karim MdR, Cochez M,\u00a0<strong>Beyan OD<\/strong>, Ahmed CF, Decker S. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S002002551731126X\" target=\"_blank\" rel=\"noopener noreferrer\">Mining maximal frequent patterns in transactional databases and dynamic data streams: a spark-based approach.<\/a><\/span>\u00a0<em>Information Sciences.<\/em>\u00a0432 (2018): 278-300.<\/p>\n<p>Porter E, La Gioia A, Salahuddin S, Decker S, Shahzad A, Elahi MA, O\u2019Halloran M, <strong>Beyan O<\/strong>.\u00a0<a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/abs\/10.1002\/mmce.21201\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #993300;\">Minimum information for dielectric measurements of biological tissues (MINDER): A framework for repeatable and reusable data.<\/span><\/a>\u00a0<em>International Journal of RF and Microwave Computer\u2010Aided Engineering.<\/em>\u00a028, no. 3 (2018): e21201.<\/p>\n<p>Debruyne C,\u00a0<strong>Beyan OD<\/strong>, Grant R, Collins S, Decker S, Harrower N.<span style=\"color: #993300;\">\u00a0<\/span><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00799-016-0180-8\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #993300;\">A semantic architecture for preserving and interpreting the information contained in Irish historical vital records.<\/span><\/a>\u00a0<em>International Journal on Digital Libraries.<\/em>\u00a017, no. 3 (2016): 159-174.<\/p>\n<p>Felzmann H, Beyan T, Ryan M, <strong>Beyan O<\/strong>.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/dl.acm.org\/citation.cfm?id=2874279\" target=\"_blank\" rel=\"noopener noreferrer\">Implementing an ethical approach to big data analytics in assistive robotics for elderly with dementia.<\/a>\u00a0<\/span><em>ACM SIGCAS Computers and Society.<\/em>\u00a045, no. 3 (2016): 280-286.<\/p>\n<p><strong>Beyan OD,\u00a0<\/strong>Baykal N.\u00a0<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10916-010-9459-2\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #993300;\">A knowledge based search tool for performance measures in health care systems.<\/span><\/a>\u00a0<em>Journal of Medical Systems.<\/em>\u00a0February 2012; 36(1):201-21.\u00a0Epub 2010 Apr 14.<\/p>\n<p><strong>Ko\u00e7gil OD,\u00a0<\/strong>Baykal N.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0010482507000170?via%3Dihub\" target=\"_blank\" rel=\"noopener noreferrer\">An integrated approach to breast diseases and breast cancer registry and research: BDRS as a web-based multi-institutional model.<\/a><\/span>\u00a0<em>Computers in Biology and Medicine.<\/em>\u00a0November 2007; 37(10):1414-25.<\/p>\n<p><strong>Karaduman OD,\u00a0<\/strong>Erkmen AM, Baykal N.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/www.worldses.org\/journals\/computers\/computers-july2006.doc\" target=\"_blank\" rel=\"noopener noreferrer\">Integrated Treatment Planning Using an Intelligent Learning for Clinical Decision Support by Reinforcement Feedback.<\/a><\/span>\u00a0<em>WSEAS Transactions on Computers.<\/em>\u00a0July 2006;\u00a05(7), 1541-8.<\/p>\n<p>Saka O, G\u00fclkesen KH, G\u00fclden B,\u00a0<strong>Ko\u00e7gil OD.<\/strong>\u00a0<a href=\"http:\/\/connection.ebscohost.com\/c\/articles\/24107363\/evaluation-two-search-methods-pubmed-regular-search-search-by-mesh-terms\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #993300;\">Evaluation of two search methods in PubMed; the Regular Search and Search by MeSH Terms.<\/span><\/a> <em>Acta Informatica Medica.<\/em>\u00a0Volume 13, No. 4, Pages 180-1832, December 2005.<\/p>\n<p><\/div><\/p>\n<p><div id=\"22\" class=\"tab-content\"><\/p>\n<p>Kalashnikova T, Graefe ASL, Mattinson T, Grunebaum E, Suresh S, Ritchie B, Cowan J, Rubin T, Murgu\u00eda-Favela L, Arger A, Grossman J, Chapdelaine H, Biggs C, Brager R, Geerlinks AV, Goulstone W, Thun S, Robinson PN, <strong>Beyan O<\/strong>, Turley B, Wright NAM, Derfalvi B. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/rupress.org\/jhi\/article\/1\/LASID2025\/eLASID2025abstract.20\/278650\/Canadian-Inborn-Errors-of-Immunity-National\" target=\"_blank\" rel=\"noopener\">Canadian Inborn Errors of Immunity National Registry (CIEINR): A High-Quality Standardized Patient Data Platform to Support Patient Advocacy and Immune Deficiency Research.<\/a><\/span> <em>Latin American Society for Immunodeficiencies (LASID) 2025 Meeting, 15-18 October, 2025, Buenos Aires, Argentina.<\/em> In: J Hum Immun 22 December 2025; 1 (LASID2025): eLASID2025abstract.20. doi:10.70962\/LASID2025abstract.20<\/p>\n<p>Kong L, Yang C, <strong>Beyan O<\/strong>, Boukhers Z. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/modem2025.vub.ac.be\/papers\/MODeM_2025_paper_15.pdf\" target=\"_blank\" rel=\"noopener\">Multi-Objective Reinforcement Learning for Large Language Model Optimization: Visionary Perspective.<\/a><\/span> <em>Multi-Objective Decision Making Workshop at ECAI 2025, 25 October 2025, Bologna, Italy.<\/em><\/p>\n<p>Gehrmann J, Dogan A, Hagelschuer L, Quakulinski L, Koy A, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI251390\" target=\"_blank\" rel=\"noopener\">Catnip for MedCAT: Optimizing the Input for Automated SNOMED CT Mapping of Clinical Variables.<\/a><\/span>\u00a0<em>70th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (GMDS), 7-11 September 2025, Jena, Germany.<\/em> In: Studies in Health Technology and Informatics. Ebook Volume 331, Pages 142-152. doi: 10.3233\/SHTI251390. PMID: 40899536.<\/p>\n<p>Wiedekopf J, Ohlsen T, Koops A, Kock-Schoppenhauer AK, Adnan M, Ballout S, Philipzik N, <strong>Beyan O,<\/strong> Beyer A, Marschollek M, Ingenerf J. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/volumearticle\/74831\" target=\"_blank\" rel=\"noopener\">Implementation of HL7 FHIR-Based Terminology Services for a National Federated Health Research Infrastructure.<\/a><\/span>\u00a0<em>70th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (GMDS), 7-11 September 2025, Jena, Germany.<\/em> In: Studies in Health Technology and Informatics. Ebook Volume 331, Pages 195-203. doi: 10.3233\/SHTI251396. PMID: 40899542.<\/p>\n<p>Kutafina E, Jabeen H, Jovanovic M, Tang F-SK-B, Elwes M, Rabenstein M, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/zenodo.org\/records\/16735298\" target=\"_blank\" rel=\"noopener\">Local Metadata Catalogues in Medical Research: Bridging Interdisciplinary Standards Gaps to Reach Compatibility with NFDI and EHDS Requirements.<\/a><\/span> <em>2nd Conference on Research Data Infrastructure (CoRDI) 2025.\u00a0 Aug 26\u201328 2025, Aachen, Germany.<\/em><\/p>\n<p><span class=\"cf0\">Kutafina E, Dierkes J, Tigerholm J, Namer B, Zeeb H,\u00a0<strong>Beyan O. <\/strong><span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/zenodo.org\/records\/16736006\" target=\"_blank\" rel=\"noopener\">Analysis of the Research Infrastructure Needs in Emerging Interdisciplinary Consortia.<\/a> <\/span><\/span><em>2nd Conference on Research Data Infrastructure (CoRDI) 2025.\u00a0 Aug 26\u201328 2025, Aachen, Germany.<\/em><\/p>\n<p>Kong L, Yang C, Neufang S, <strong>Beyan OD,<\/strong> Boukhers Z. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/2025.sigdial.org\/list-of-accepted-papers\/\" target=\"_blank\" rel=\"noopener\">EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning.<\/a><\/span> <em>SIGDIAL&#8217;25 Conference, Research in Dialogue and Discourse.<\/em> <em>Aug 25\u201327 2025, Avignon, France<\/em><\/p>\n<p>Elwes M, Koppolu BP, Lapuz C, Tacey M, Marnitz S, <strong>Beyan O,<\/strong> Trommer M, Kutafina E. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/40380512\/\" target=\"_blank\" rel=\"noopener\">From Normal to Optimal: Investigating Metabolic and Inflammatory Parameters as Predictors of Survival in Locally Advanced Cervical Cancer.<\/a><\/span> <em>35th Medical Informatics Europe Conference, MIE 2025<\/em>, <em>Glasgow, Scotland, UK, 19\u201321 May 2025.<\/em> Stud Health Technol Inform. 2025 May 15;327:572-576. doi: 10.3233\/SHTI250402. PMID: 40380512.<\/p>\n<p>Kamal MdM, Kutafina E, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/40380412\/\" target=\"_blank\" rel=\"noopener\">Real-Time Automated Monitoring Architecture for Ensuring Quality ETL Processes in Healthcare Data: A Case Study from Cologne University Hospital&#8217;s Medical Data Integration Center.<\/a><\/span> <em>35th Medical Informatics Europe Conference, MIE 2025<\/em>, <em>Glasgow, Scotland, UK, 19\u201321 May 2025.<\/em> In: Stud Health Technol Inform. 2025 May 15;327:193-197. doi: 10.3233\/SHTI250300. PMID: 40380412.<\/p>\n<p>Zoubia O, Bahubali Asundi N, Koumpis A, Lange C, Dogan S, <strong>Beyan O<\/strong>, Boukhers Z. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.tib-op.org\/ojs\/index.php\/ocp\/article\/view\/1421\" target=\"_blank\" rel=\"noopener\">FDO Manager: Minimum Viable FAIR Digital Object Implementation.<\/a><\/span> <em>International FAIR Digital Objects Implementation Summit 2024,<\/em> <em>20-21 March 2024, Berlin.<\/em> <i>Open Conference Proceedings<\/i>, Vol. 5 (2024). Published at: March 2025.<i> <\/i>doi:10.52825\/ocp.v5i.1421<\/p>\n<p>Gehrmann J, Quakulinski L, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/10852447\/authors#authors\" target=\"_blank\" rel=\"noopener\">Large Language Models for Literature Reviews &#8211; An Exemplary Comparison of LLM-based Approaches with Manual Methods.<\/a><\/span> <em>2024 2nd International Conference on Foundation and Large Language Models (FLLM), 26-29 November 2024, Dubai, United Arab Emirates.<\/em> pp. 385-391. doi: 10.1109\/FLLM63129.2024.10852447.<\/p>\n<p>Maia M, Jaberansary M, Akhtar MH, Ucer Y, <strong>Beyan O<\/strong>, Kirsten T. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.egms.de\/static\/en\/meetings\/gmds2024\/24gmds225.shtml\" target=\"_blank\" rel=\"noopener\">Training Federated Liver Cancer Image Segmentation Models using PHT Infrastructure.<\/a><\/span> <em>69th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (GMDS), 8-13 September 2024, Dresden, Germany.<\/em> doi: 10.3205\/24gmds225.<\/p>\n<p>Kamal MdM, Kutafina E, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.egms.de\/static\/en\/meetings\/gmds2024\/24gmds046.shtml\" target=\"_blank\" rel=\"noopener\">Real-Time Process Monitoring Hospital Data.<\/a><\/span> <em>69th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (GMDS), 8-13 September 2024, Dresden, Germany.<\/em> doi: 10.3205\/24gmds046.<\/p>\n<p>Gehrmann J, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/volumearticle\/69121\" target=\"_blank\" rel=\"noopener\">Early Multimodal Data Integration for Data-Driven Medical Research \u2013 A Scoping Review. Health \u2013 Thinking, Researching and Acting Together.<\/a><\/span> <em>Health \u2013 Thinking, Researching and Acting Together. <\/em><em>69th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (GMDS), 8-13 September 2024, Dresden, Germany.<\/em> In: Studies in Health Technology and Informatics. Ebook Volume 317, Pages 49-58. doi:10.3233\/SHTI240837.<\/p>\n<p>Elwes MR, Troglio A, Abedi M, Golebiewski M, Meineke F, Kirsten T, Namer B, <strong>Beyan O<\/strong>, Kutafina E. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240420\" target=\"_blank\" rel=\"noopener\">Semi-Automatic Export of Electrophysiological Metadata to NFDI4Health Local Data Hubs: Use Case of Microneurography odML-Tables \u2013 A Technical Case Report.<\/a><\/span> <em>Health \u2013 Thinking, Researching and Acting Together. 69th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (GMDS), 8-13 September 2024, Dresden, Germany.<\/em> In: Studies in Health Technology and Informatics. Ebook Volume 317, Pages 40-48. doi:10.3233\/SHTI240836<\/p>\n<p>Graefe ASL, Rehburg F, H\u00fcbner M, Thun S, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240672\" target=\"_blank\" rel=\"noopener\">Review of Key Elements in Developing a Common Data Model for Rare Diseases: Identifying Common Success Factors.<\/a><\/span> <em>Medical Informatics Europe (MIE) 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems, 25-29 August 2024. Athens, Greece.<\/em> In: Stud Health Technol Inform. 2024 Aug 22; 316:1396-1400. doi: 10.3233\/SHTI240672.<\/p>\n<p>Li F, Kutafina E, Schoneck M, Caldeira LL, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240517\" target=\"_blank\" rel=\"noopener\">How Data Infrastructure Deals with Bias Problems in Medical Imaging.<\/a><\/span> <em>Medical Informatics Europe (MIE) 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems, 25-29 August 2024. Athens, Greece.<\/em> In: Stud Health Technol Inform. 2024 Aug 22; 316:726-730. doi: 10.3233\/SHTI240517. PMID: 39176898.<\/p>\n<p>Elwes MR, Namer B, Troglio A, Kirsten T, <strong>Beyan O<\/strong>, Kutafina E. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240420\" target=\"_blank\" rel=\"noopener\">Harmonizing Microneurography Metadata with Local Data Hubs: A Concept.<\/a><\/span> <em>Medical Informatics Europe (MIE) 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems, 25-29 August 2024. Athens, Greece.<\/em> In: Stud Health Technol Inform. 2024 Aug 22; 316:358-359. doi: 10.3233\/SHTI240420.<\/p>\n<p>Adnan M, Kutafina E, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240403\" target=\"_blank\" rel=\"noopener\">Cybersecurity Frameworks in Healthcare Data: Short Literature Review.<\/a><\/span> <em>Medical Informatics Europe (MIE) 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems, 25-29 August 2024. Athens, Greece.<\/em> In: Stud Health Technol Inform. 2024 Aug 22;\u00a0 316:301-302. doi: 10.3233\/SHTI240403. PMID: 39176732.<\/p>\n<p>Kamal MM, Kutafina E, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240341\" target=\"_blank\" rel=\"noopener\">Real-Time Visualization and Analysis Architecture for Data Integration Processes at Cologne University Hospital\u2019s Medical Data Integration Center.<\/a><\/span> <em>Medical Informatics Europe (MIE) 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems, 25-29 August 2024. Athens, Greece.<\/em> In: Stud Health Technol Inform. 2024 Aug 22;\u00a0 316:48-52. doi: 10.3233\/SHTI240341. PMID: 39176670.<\/p>\n<p>Gehrmann J, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240332\" target=\"_blank\" rel=\"noopener\">Data Quality in Medical Real-World Data &#8211; An Oncological Use Case.<\/a><\/span> <em>Medical Informatics Europe (MIE) 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems, 25-29 August 2024. Athens, Greece.<\/em> In: Stud Health Technol Inform. 2024 Aug 22; 316:9-13. doi: 10.3233\/SHTI240332.<\/p>\n<p>Graefe A, Rehburg F, H\u00fcbner M, Sander S, Danis D, Wiegand S, Gr\u00f6nke A, Weyersberg A, Zsch\u00fcntzsch J, Nyoungui E, Schepers J, K\u00fchnen P, Robinson P, Thun S, <strong>Beyan O<\/strong>. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.klinikum.uni-heidelberg.de\/fileadmin\/inst_med_biometrie\/med_Informatik\/Symposium_24\/240507_Symposiumsband-2.pdf\" target=\"_blank\" rel=\"noopener\">Homogene Basisdokumentation als Grundlage der Digitalen Zusammenarbeit f\u00fcr Menschen mit Seltenen Erkrankungen.<\/a><\/span> <em>2. Heidelberger Fr\u00fchjahrssymposium Medizinische Informatik &#8211; Medizinische Informationssysteme f\u00fcr innovative Forschung und Versorgung.<\/em> 08. Mai 2024. Heidelberg, Germany.<\/p>\n<p>Mou Y, Guo F, Lu W, Li Y, <strong>Beyan O<\/strong>, Rose T, Dustdar S, Decker S. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/10437414\" target=\"_blank\" rel=\"noopener\">Towards FAIR Data in Distributed Machine Learning Systems.<\/a><\/span> <em>GLOBECOM 2023. IEEE Global Communications Conference,<\/em> 4\u20138 December 2023, Kuala Lumpur, Malaysia.<\/p>\n<p>Maia M, Jaberansary M, Ucer Y, <strong>Beyan O<\/strong>, Kirsten T. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.egms.de\/static\/en\/meetings\/gmds2023\/23gmds049.shtml\" target=\"_blank\" rel=\"noopener\">Incremental Machine Learning using Distributed Data Processing Techniques for Malaria Data Across Multiple Online Sources.<\/a><\/span> <em>68. Jahrestagung der Deutschen Gesellschaft f\u00fcr Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS).<\/em> 17- 21.09.2023, Heilbronn, Germany.<\/p>\n<p>Mou Y, Li F, Weber S, Haneef S, Meine H, Caldeira L, Jaberansary M, Welten S, Yediel Ucer Y, Prause G, Decker S, <strong>Beyan O<\/strong>, KirstenT.\u00a0 <a href=\"https:\/\/www.tib-op.org\/ojs\/index.php\/CoRDI\/article\/view\/282\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800000;\">Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train.<\/span><\/a> <em>1<sup>st<\/sup> Conference on Research Data Infrastructure (CoRDI) &#8211; Connecting Communities.<\/em> 12-14 September 2023, Karlsruhe, Germany. doi:10.52825\/cordi.v1i.282.<\/p>\n<p>Boukhers Z, Bleier A, Ucer Yediel Y, Hienstorfer-Heitmann M, Jaberansary M, Welten S, Koumpis A, <strong>Beyan O<\/strong>. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.computer.org\/csdl\/proceedings-article\/jcdl\/2023\/993100a251\/1QWvKEgMEIU\" target=\"_blank\" rel=\"noopener\">PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences.<\/a> <\/span><em>2023 ACM\/IEEE Joint Conference on Digital Libraries (JCDL),<\/em> Santa Fe, NM, USA, 26-30 June 2023 pp. 251-252. doi: 10.1109\/JCDL57899.2023.00047<\/p>\n<p>Quakulinski L, Koumpis A, <strong>Beyan OD.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10266141\" target=\"_blank\" rel=\"noopener\">The Library of Babel as a Digital Library of Human Mistakes.<\/a><\/span> <em>2023 ACM\/IEEE Joint Conference on Digital Libraries (JCDL),<\/em> Santa Fe, NM, USA, 26-30 June 2023. doi: 10.1109\/JCDL57899.2023.00062.<\/p>\n<p>Mou Y, Geng J, Zhou F, <strong>Beyan O<\/strong>, Rong C, Decker S. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/dl.acm.org\/doi\/abs\/10.1007\/978-3-031-33377-4_22\" target=\"_blank\" rel=\"noopener noreferrer\">pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints.<\/a><\/span> <em>Advances in Knowledge Discovery and Data Mining: 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023,<\/em> Osaka, Japan, May 25\u201328, 2023. Proceedings, Part II, May 2023, Pages 283\u2013294. doi: 10.1007\/978-3-031-33377-4_22.<\/p>\n<p>Li F, Sch\u00f6neck M, <strong>Beyan O<\/strong>, Caldeira LL. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/37203572\/\" target=\"_blank\" rel=\"noopener noreferrer\">Voxel-Wise Medical Imaging Transformation and Adaption Based on CycleGAN and Score-Based Diffusion.<\/a><\/span> <em>Medical Informatics Europe (MIE) 2023, Caring is Sharing &#8211; Exploiting Value in Data for Health and Innovation,<\/em> Gothenburg, Sweden 22-25 May 2023. In: Stud Health Technol Inform. 2023 May 18;302:1027-1028. doi: 10.3233\/SHTI230337. PMID: 37203572.<\/p>\n<p>Gehrmann J, <strong>Beyan O<\/strong>. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/37203623\/\" target=\"_blank\" rel=\"noopener noreferrer\">Integrating Cross-Departmental Data.<\/a><\/span> <em>Medical Informatics Europe (MIE) 2023, Caring is Sharing &#8211; Exploiting Value in Data for Health and Innovation,<\/em> Gothenburg, Sweden 22-25 May 2023. In: Stud Health Technol Inform. 2023 May 18;302:125-126. doi: 10.3233\/SHTI230078. PMID: 37203623.<\/p>\n<p>Alkarkoukly S, Kamal MM, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/37203606\/\" target=\"_blank\" rel=\"noopener noreferrer\">Breaking Barriers for Interoperability: A Reference Implementation of CSV-FHIR Transformation Using Open-Source Tools.<\/a>\u00a0<\/span><em>Medical Informatics Europe (MIE) 2023, Caring is Sharing &#8211; Exploiting Value in Data for Health and Innovation,<\/em>\u00a0Gothenburg, Sweden 22-25 May 2023. In: <em>Stud Health Technol Inform,<\/em> 2023 May 18; 302:43-47. doi: 10.3233\/SHTI230061. PMID: 37203606.<\/p>\n<p>Welten SM, Mou Y,Yediel Ucer Y, <strong>Beyan OD<\/strong>, Decker SJ, Kirsten T. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.klinikum.uni-heidelberg.de\/fileadmin\/inst_med_biometrie\/med_Informatik\/pdf\/09_Welten_Function__Aim__and_Merit_of_the_Personal_Health_Train_for_the_Secondary_Use_of_Clinical_Data_in_Research.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Function, Aim, and Merit of the Personal Health Train for the Secondary Use of Clinical Data in Research.<\/a><\/span> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.klinikum.uni-heidelberg.de\/kliniken-institute\/institute\/institut-fuer-medizinische-informatik\/19122022-1-heidelberger-fruehjahrssymposium-medizinische-informatik\" target=\"_blank\" rel=\"noopener\"><em>1. Heidelberger Fr\u00fchjahrssymposium Medizinische Informatik.<\/em><\/a><\/span> 17 May 2023. Hybridveranstaltung.<\/p>\n<p>Cihan \u015e, \u00d6zsoy A, <strong>Beyan O.<\/strong> <a href=\"https:\/\/www.nps-antalya.com.tr\/sites\/default\/files\/17_qps_7_hcs_2023_bilimsel_%C3%B6zet_kitap_compressed%20(1).pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800000;\">Managing Clinical Research on Blockchain.<\/span><\/a> <a href=\"https:\/\/web.archive.org\/web\/20230608154040\/https:\/\/www.hcs-antalya.org\/en\/congress-draft-program\" target=\"_blank\" rel=\"noopener\"><em>17th International Congress on Quality in Healthcare, Accreditation and Patient Safety (QPS) &amp; 7th International Congress on Health Informatics and Information Security (HCS).<\/em><\/a> 30 April-03 May 2023, Antalya, T\u00fcrkiye. Hybrid Congress.<\/p>\n<p>Jaberansary M, Maia M, Ucer Yediel Y, <strong>Beyan O<\/strong>,\u00a0 Kirsten T. <span style=\"color: #800000;\"><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3543873.3587663\" target=\"_blank\" rel=\"noopener noreferrer\">Analyzing Distributed Medical Data in FAIR Data Spaces.<\/a> <a style=\"color: #800000;\" href=\"https:\/\/dbis.rwth-aachen.de\/SDS23\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>The First International Workshop on Semantics in Dataspaces (SDS 2023)<\/em><\/a><\/span> @ The ACM Web Conference 2023. 30 Apr 2023, Austin, Texas, USA. WWW &#8217;23 Companion: Companion Proceedings of the ACM Web Conference 2023, pages 1480\u20131484. https:\/\/doi.org\/10.1145\/3543873.3587663.<\/p>\n<p><span style=\"color: #800000;\"><span style=\"color: #333333;\">Boukhers Z, Lange C, <strong>Beyan O.<\/strong><\/span> <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3543873.3587658\" target=\"_blank\" rel=\"noopener noreferrer\">Enhancing Data Space Semantic Interoperability through Machine Learning: a Visionary Perspective.<\/a><\/span> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/dbis.rwth-aachen.de\/SDS23\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>The First International Workshop on Semantics in Dataspaces (SDS 2023)<\/em><\/a><\/span> @ The ACM Web Conference 2023. 30 Apr 2023, Austin, Texas, USA. WWW &#8217;23 Companion: Companion Proceedings of the ACM Web Conference 2023, pages 1462\u20131467. https:\/\/doi.org\/10.1145\/3543873.3587658.<\/p>\n<p>Jugl M, Welten S, Mou Y, Ucer Yediel Y, <strong>Beyan O<\/strong>, Sax U, Kirsten T. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.egms.de\/static\/en\/meetings\/smith2022\/22smith42.shtml\" target=\"_blank\" rel=\"noopener\">Privatsph\u00e4rensch\u00fctzende Datenverkn\u00fcpfung in verteilten Analysen mit dem PHT.<\/a><\/span> <em>SMITH Science Day 2022.<\/em> Aachen, 23.-23.11.2022. doi: 10.3205\/22smith42. Published: January 31, 2023<\/p>\n<p>Castro LJ, Boukhers Z, Giraldo O, Koumpis A, <strong>Beyan O<\/strong>, Rebholz-Schuhmann D. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/zenodo.org\/records\/7129715\" target=\"_blank\" rel=\"noopener\">NFDI4DataScience registry for reproducible Data Science and Artificial Intelligence.<\/a><\/span> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/workshop-oc.github.io\/2022\/\" target=\"_blank\" rel=\"noopener\"><em>The 3rd Workshop on Open Citations and Open Scholarly Metadata 2022.<\/em> <\/a><\/span>Online Event.<\/p>\n<div class=\"bibr\">\n<p><span class=\"authors-year unselectable\"><span class=\"authors-holder\">Boukhers Z,\u00a0<strong>Beyan O<\/strong>, Koumpis A.\u00a0<\/span><\/span><span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/zenodo.org\/records\/14792509\" target=\"_blank\" rel=\"noopener\">A test case for applying a fast track approach for FDOs in the health\/data science domain.<\/a><\/span> <a href=\"https:\/\/www.fdo2022.org\/\" target=\"_blank\" rel=\"noopener\"><em>1st International Conference of FAIR Digital Objects,\u00a0<\/em><\/a> Leiden, Netherland, 26-28 October 2022.<\/p>\n<\/div>\n<p>Quakulinski L, Koumpis A, <strong>Beyan O. <\/strong><span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/9951476\" target=\"_blank\" rel=\"noopener noreferrer\">Establishing Transparency in Artificial Intelligence Systems.<\/a><\/span> <em>2022 Fourth International Conference on Transdisciplinary AI (TransAI)<\/em>, Laguna Hills, CA, USA, 2022, pp. 116-121. doi: 10.1109\/TransAI54797.2022.00027.<\/p>\n<p>Maia M, Jaberansary M, Ucer Y, <strong>Beyan O<\/strong>, Kirsten T. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.egms.de\/static\/en\/meetings\/gmds2022\/22gmds071.shtml\" target=\"_blank\" rel=\"noopener noreferrer\">Providing Publicly Available Medical Data Access under FAIR Principles for Distributed Analysis.<\/a><\/span> 67. Jahrestagung der Deutschen Gesellschaft f\u00fcr Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS), 13. Jahreskongress der Technologie- und Methodenplattform f\u00fcr die vernetzte medizinische Forschung e. V. (TMF). 21- 25 August 2022, online.<\/p>\n<p>Welten SM, Mou Y, Neumann L, Jugl M, Hempel L, Ucer Yediel Y, <strong>Beyan O<\/strong>, Kirsten T, Decker SJ. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/www.smith.care\/wp-content\/uploads\/2022\/11\/RZ_SMITH-science-day_abstracts_book_final-1.pdf\" target=\"_blank\" rel=\"noopener\">Verteilte Analysen mit dem Personal Health Train: Konzept, Anwendungen und Benutzererfahrung.<\/a><\/span> Science Day 2022, Aachen, Germany, BLE Science Day, 30-06-2022.<\/p>\n<div>\n<p>Mart\u00ednez-Garc\u00eda A, Cangioli G, Chronaki C, L\u00f6be M, <strong>Beyan O<\/strong>, Juehne A, Parra-Calder\u00f3n CL. <a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/35672963\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #800000;\">FAIRness for FHIR: Towards Making Health Datasets FAIR Using HL7 FHIR.<\/span><\/a> <span style=\"color: #800000;\"><em><a style=\"color: #800000;\" href=\"https:\/\/imia-medinfo.org\/wp\/event\/medinfo-2021\/\" target=\"_blank\" rel=\"noopener noreferrer\">MEDINFO 2021: One World, One Health \u2013 Global Paertnership for Digital Innovation<\/a><\/em><\/span>, Virtual Conference, October 2-4, 2021. In: <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/ebooks.iospress.nl\/volume\/medinfo-2021-one-world-one-health-global-partnership-for-digital-innovation-proceedings-of-the-18th-world-congress-on-medical-and-health-informatics\" target=\"_blank\" rel=\"noopener noreferrer\"><em>Stud Health Technol Inform.<\/em><\/a><\/span> 2022 Jun 6;290:22-26. doi: 10.3233\/SHTI220024.<\/p>\n<p>Geng J, Mou Y, Li F, Li Q, <strong>Beyan O,<\/strong> Decker S, Rong C. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/arxiv.org\/abs\/2110.09074\" target=\"_blank\" rel=\"noopener\">Towards General Deep Leakage in Federated Learning.<\/a><\/span> <em><a href=\"https:\/\/federated-learning.org\/fl-aaai-2022\/\" target=\"_blank\" rel=\"noopener\">International Workshop on Trustable, Verifiable and Auditable Federated Learning in Conjunction with AAAI 2022 (FL-AAAI-22).<\/a><\/em> March 2, 2022.<\/p>\n<p>Mou Y, Geng J, Welten S, Rong C, Decker S, <strong>Beyan O.<\/strong> Optimized Federated Learning on Class-Biased Distributed Data Sources.<span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/2021.ecmlpkdd.org\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em> International Workshops of ECML PKDD 2021 (Virtual Event).<\/em><\/a> <\/span>September 13-17, 2021. In: <a href=\"https:\/\/link.springer.com\/book\/10.1007\/978-3-030-93736-2\" target=\"_blank\" rel=\"noopener noreferrer\"><em><span style=\"color: #800000;\">Machine Learning and Principles and Practice of Knowledge Discovery in Databases<\/span>.<\/em><\/a> Proceedings, Part I \/ edited by Michael Kamp, Irena Koprinska, Adrien Bibal [u.a.] Page(s)\/Article-Nr.: 146-158.<\/p>\n<p>Mou Y, Welten S, Jaberansary M, Ucer Yediel Y, Kirsten T, Decker S, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/34042764\/\" target=\"_blank\" rel=\"noopener noreferrer\">Distributed Skin Lesion Analysis Across Decentralised Data Sources.<\/a><\/span> 31st Medical Informatics Europe, Virtual Event, May 29-31, 2021. In: Public Health and Informatics &#8211; Proceedings of MIE 2021, <em>Stud Health Technol Inform<\/em>. 2021 May 27; 281:352-356. doi: 10.3233\/SHTI210179. PMID: 34042764. IOS Press 2021, ISBN 978-1-64368-184-9.<\/p>\n<p>Karim MdR, Cochez M, <strong>Beyan O<\/strong>, Decker S, Lange C. OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/bibe2019.ics.forth.gr\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>The 9th IEEE International Conference on Bioinformatics and Bioengineering (IEEE BIBE 2019).<\/em><\/a><\/span> Athens, Greece, October 28-30, 2019.<\/p>\n<\/div>\n<p>Fluck J, Pigeot I, Lindst\u00e4dt B, G\u00fcbitz T,\u00a0 Zeeb H, Ahrens W, L\u00f6ffler M, Brosteanu O, Lang U, Curdt C, Semler SC, <strong>Beyan O<\/strong>, Neuhausen H, Dierkes J, Sax U, Kusch H, Senst H, Muth T, Thun S, Kaiser D, Dress J, M\u00fcller W, Golebiewski M. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/www.egms.de\/static\/en\/meetings\/gmds2019\/19gmds170.shtml\" target=\"_blank\" rel=\"noopener noreferrer\">NFDI4Health: Ein Konzept f\u00fcr eine f\u00f6derierte Forschungsdateninfrastruktur personenbezogener\u00a0 Gesundheitsdaten.<\/a><\/span><em> 64. Jahrestagung der Deutschen Gesellschaft f\u00fcr Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS) Deutsche Gesellschaft f\u00fcr Medizinische Informatik, Biometrie und Epidemiologie.<\/em> Dortmund, September 08-11, 2019.<\/p>\n<div>\n<p>Karim MdR, Cochez M, Jares JB, Uddin M, <strong>Beyan O<\/strong>, Decker S. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/dl.acm.org\/citation.cfm?id=3342161\" target=\"_blank\" rel=\"noopener noreferrer\">Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network.<\/a><\/span> <em>The 10th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM BCB 2019). <\/em>Niagara Falls, New York, September 7-10, 2019.<\/p>\n<p>Nguyen BP, Reese T, Decker S, Malone DC, Boyce RD,\u00a0<strong>Beyan O<\/strong>. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/medinfo-lyon.org\/en\/programme\/preliminary\/\" target=\"_blank\" rel=\"noopener noreferrer\">Clinical Decision Support Services to Detect Potential Drug-Drug Interaction using Clinical Quality Language.<\/a>\u00a0<\/span><em>Medinfo 2019, Health and Wellbeing E-Networks for all.<\/em>\u00a0The 17th World Congress of Medical and Health Informatics. Lyon, France August 25-30, 2019. In:<span style=\"color: #800000;\">\u00a0<a style=\"color: #800000;\" href=\"http:\/\/ebooks.iospress.nl\/publication\/52083\" target=\"_blank\" rel=\"noopener noreferrer\">Implementation of Clinical Decision Support Services to Detect Potential Drug-Drug Interaction Using Clinical Quality Language.<\/a>\u00a0<\/span><em>Stud Health Technol Inform.<\/em>\u00a02019 Aug 21;264:724-728. doi: 10.3233\/SHTI190318. PMID: 31438019.<\/p>\n<p>L\u00f6be M, <strong>Beyan O<\/strong>, St\u00e4ubert S, Meineke F, Ammon D, Winter A, Decker S, L\u00f6ffler M, Kirsten T. <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/medinfo-lyon.org\/en\/programme\/preliminary\/\" target=\"_blank\" rel=\"noopener noreferrer\">Design of the SMITH Metadata Services.<\/a> <\/span><em>Medinfo 2019, Health and Wellbeing E-Networks for all.<\/em>\u00a0The 17th World Congress of Medical and Health Informatics. Lyon, France August 25-30, 2019. In:<span style=\"color: #800000;\"> <a style=\"color: #800000;\" href=\"http:\/\/ebooks.iospress.nl\/publication\/52283\" target=\"_blank\" rel=\"noopener noreferrer\">Design of Metadata Services for Clinical Data Interoperability in Germany.<\/a>\u00a0<\/span><em>Stud Health Technol Inform.<\/em>\u00a02019 Aug 21;264:1528-1529. doi:10.3233\/SHTI190518. PMID: 31438215.<\/p>\n<p>Mietchen D, Schwaiger V,\u00a0<strong>Beyan O<\/strong>.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/zenodo.org\/record\/2559998#.XJXI21X0nbg\" target=\"_blank\" rel=\"noopener noreferrer\">FAIR Ethics: Making Ethical Review Processes more Machine Actionable.<\/a> <em><a style=\"color: #993300;\" href=\"https:\/\/www.rd-alliance.org\/ig-ethics-and-social-aspects-data-rda-12th-plenary-meeting\" target=\"_blank\" rel=\"noopener noreferrer\">Ethics and Social Aspects of Data, RDA 12th Plenary.<\/a><\/em><\/span>\u00a0Gaborone, Botswana, 7 November 2018.<\/p>\n<p>Karim MdR, Rahman MdA, Decker S, <strong>Beyan O<\/strong>. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/www.premc.org\/doc\/A2IC2018\/A2IC2018_Book_Of_Abstracts.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Cancer Risk and Type Prediction Based on Copy Number Variations with LSTM and Deep Belief Networks.<\/a><\/span><em>Artificial Intelligence International Conference (A2IC2018)<\/em>.\u00a0Barcelona, Spain, 21-23 November 2018.<\/p>\n<p>Karim MdR, Nguyen BP, Zimmermann L, Kirsten T, Lobe M, Meineke F, Stenzhorn H, Kohlbacher O, Decker S, <strong>Beyan O. <\/strong><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/ceur-ws.org\/Vol-2275\/paper8.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">A Distributed Analytics Platform to Execute FHIR-based Phenotyping Algorithms.<\/a><\/span>\u00a0<em>11th International Semantic Web Applications and Tools for Healthcare and Life Sciences (SWAT4HCLS 2018)<\/em>. Antwerp, Belgium, 3-6 December 2018.<\/p>\n<p>Eibl E, Sakik S, Schneider N, <strong>Beyan O<\/strong>, Lukas N. <a href=\"https:\/\/figshare.com\/articles\/Poster_-_Identification_of_SHACL_Constraints_from_a_Knowledge_Graph_pdf\/7325243\/1\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #993300;\">Identification of SHACL Constraints from a Knowledge Graph.<\/span><\/a> <em>11th International Semantic Web Applications and Tools for Healthcare and Life Sciences (SWAT4HCLS 2018)<\/em>. Antwerp, Belgium, 3-6 December 2018.<\/p>\n<p><strong>Beyan O<\/strong>, Wuchner A, Eisengr\u00e4ber-Pabst D, Quix C, Zaschke C, Schumacher O.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/zenodo.org\/record\/1441011#.XJXJtFX0nbg\" target=\"_blank\" rel=\"noopener noreferrer\">Research Data in the Fraunhofer Digital Project: Creating a FAIR Research Data Infrastructure and Culture.<\/a><\/span>\u00a0<em>Workshop on Research Objects (RO 2018).<\/em>\u00a029 October 2018, Amsterdam, Netherlands.<\/p>\n<p>Gleim LC, Karim MdR, Zimmermann L, Kohlbacher O, Stenzhorn H, Decker S,\u00a0<strong>Beyan O<\/strong>. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/ceur-ws.org\/Vol-2112\/sewebmeda_paper_1.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Schema Extraction for Privacy Preserving Processing of Sensitive Data.<\/a><\/span><em>\u00a015th European Semantic Web Conference (<span class=\"CEURCOLOCATED\">ESWC 2018<\/span>),\u00a0<span class=\"CEURSESSION\">SeWeBMeDA 2018<\/span>.<\/em>\u00a0<span class=\"CEURLOCTIME\">Heraklion, Crete, Greece, 3-7 June 2018<\/span>. In: Joint Proceedings of MEPDaW, SeWeBMeDA and SWeTI 2018, Volume 2112, Issue 1, Pages 36-47.<\/p>\n<p><strong>Beyan O<\/strong>, Juehne A, LeMay K, Durst L, Uhlmansiek M, Wolski M, Hudson Vitale C, Morley-Fletcher E, McIntosh. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/conference.codata.org\/2018_Goettingen_RDM\/sessions\/63\/paper\/300\/\" target=\"_blank\" rel=\"noopener noreferrer\">Reproducible Health Data Service Workflows Adoption and Training Guide for Biomedical Service Centers.<\/a><\/span> <em>G\u00f6ttingen-CODATA RDM Symposium 2018.<\/em> 18-20 March 2018, G\u00f6ttingen, Germany.<\/p>\n<p>K\u00f6nning JW, Velasco CA, Yehya M , Decker S, <strong>Beyan O<\/strong>.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/publica.fraunhofer.de\/dokumente\/N-487822.html\" target=\"_blank\" rel=\"noopener noreferrer\">Representing medication guidelines for use in production rule systems in the context of POLYCARE project.<\/a><\/span>International Academy, Research, and Industry Association -IARIA-:\u00a0<em>FUTURE COMPUTING 2018, The Tenth International Conference on Future Computational Technologies and Applications.<\/em> Barcelona, Spain, 18-22 February 2018. IARIA, 2018. ISBN: 978-1-61208-608-8: S.15-23, p. 15-23.<\/p>\n<p>Karim MdR, Heinrichs M, Gleim LC, Cochez M, Porter E, La Gioia A, Salahuddin S, Decker S, O\u2019Halloran M, <strong>Beyan OD<\/strong>.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/ceur-ws.org\/Vol-2042\/paper11.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Towards a FAIR Sharing of Scientific Experiments: Improving Discoverability and Reusability of Dielectric Measurements of Biological Tissues.<\/a><\/span>\u00a0<em>10th International Semantic Web Applications and Tools for Healthcare and Life Sciences (SWAT4HCLS) Conference. <\/em>Rome, Italy, 4-7\u00a0December 2017.<\/p>\n<p><strong>Beyan OD<\/strong>, Handschuh S, Koumpis A, Fragidis G, Decker S. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/link.springer.com\/chapter\/10.1007%2F978-3-319-45390-3_50\" target=\"_blank\" rel=\"noopener noreferrer\">A Framework for Applying Data Integration and Curation Pipelines to Support Integration of Migrants and Refugees in Europe.<\/a><\/span>\u00a0<em>17th Working Conference on Virtual Enterprises (PRO-VE).<\/em>\u00a0October 2016, Porto, Portugal. IFIP Advances in Information and Communication Technology, AICT-480, pp.588-596, 2016, Collaboration in a Hyperconnected World.<\/p>\n<p><strong>Beyan OD<\/strong>, Decker S. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/ceur-ws.org\/Vol-1795\/paper6.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">An RDF Based Semantic Approach to Model Temporal Relations in Health Records.<\/a><\/span><span class=\"CEURFULLTITLE\"><em>9th International Conference Semantic Web Applications and Tools for Life Sciences (<\/em><\/span><em>SWAT4LS).<\/em>\u00a0Amsterdam, Netherland, 5-8 December 2016.<\/p>\n<p>Felzmann H, Beyan T, Ryan M, <strong>Beyan O<\/strong>. Implementing an ethical approach to big data analytics in assistive robotics for elderly with dementia.<em> <a href=\"https:\/\/www.dmu.ac.uk\/documents\/research-documents\/technology\/ccsr\/ethicomp-2015-programme.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">ETHICOMP2015.<\/a><\/em>De Montfort University, Leicester, UK. 7\u20139 September 2015.<\/p>\n<p><strong>Beyan O<\/strong>, Mealy PJ, Grant D, Grant R, Harrower N, Breathnach C, Collins S, Decker S. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-26138-6_50\" target=\"_blank\" rel=\"noopener noreferrer\">Historical Data Preservation and Interpretation Pipeline for Irish Civil Registration Records.<\/a><\/span>\u00a0<em>On the Move (OTM) Confederated International Conferences \u201cOn the Move to Meaningful Internet Systems\u201d.<\/em>\u00a0Rhodes, Greece, October 2015.\u00a0 In: Ciuciu I. et al. (eds) On the Move to Meaningful Internet Systems: OTM 2015 Workshops. Lecture Notes in Computer Science, vol 9416. Springer, Cham<\/p>\n<p>Debruyne C,\u00a0<strong>Beyan OD<\/strong>, Grant R, Collins S, Decker S.<span style=\"color: #993300;\"> <a style=\"color: #993300;\" href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-24592-8_8\" target=\"_blank\" rel=\"noopener noreferrer\">On a linked data platform for irish historical vital records.<\/a><\/span><em>International Conference on Theory and Practice of Digital\u00a0Libraries\u00a0(TPDL).<\/em>\u00a0Pozna\u0144, Poland, 14-18 September 2015. In: Kapidakis S., Mazurek C., Werla M. (eds) Research and Advanced Technology for Digital Libraries. TPDL 2015. Lecture Notes in Computer Science, vol 9316. Springer, Cham.<\/p>\n<p>Felzmann H, Murphy K, Casey D,\u00a0<strong>Beyan O<\/strong>.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/www.openroboethics.org\/hri15\/wp-content\/uploads\/2015\/02\/Hf-Felzmann.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Robot-assisted care for elderly with dementia: is there a potential for genuine end-user empowerment?<\/a><\/span><em>The Emerging Policy and Ethics of Human Robot Interaction.<\/em>\u00a02 March 2015, Portland, OR, USA.<\/p>\n<p>Kazemzadeh L, Kamdar MR,\u00a0<strong>Beyan OD<\/strong>, Decker S, Barry F.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/ceur-ws.org\/Vol-1282\/lisc2014_submission_4.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">LinkedPPI: Enabling Intuitive, Integrative Protein-Protein Interaction Discovery.<\/a><\/span>\u00a0<em>13th International Semantic Web Conference (ISWC)-4th Workshop on Linked Science 2014\u2014 Making Sense Out of Data (LISC2014).<\/em>\u00a0Riva del Garda,\u00a0Italy, 19 October\u00a02014.<\/p>\n<p>Debruyne C,\u00a0<strong>Beyan OD<\/strong>, Decker S, Collins S.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/eudat.eu\/sites\/default\/files\/ChristopheDebruyne.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Using Semantic Technologies to Create Virtual Families from Historical Vital Records.<\/a><\/span>\u00a0<em>European Data Infrastructure, 1st European Ontology Network (EUON) Workshop.<\/em>\u00a0De Meervaart Conference Centre, Amsterdam, The Netherlands, 25 September 2014.<\/p>\n<p><strong>Beyan OD<\/strong>, Breathnach C, Collins S, Debruyne C, Decker S, Grant D, Grant R, Gurrin B. <span class=\"publication-title js-publication-title\"><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/eudat.eu\/sites\/default\/files\/ChristopheDebruyne.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Towards Linked Vital Registration Data for Reconstituting Families and Creating Longitudinal Health Histories.<\/a><\/span><em>Vienna Summer of Logic (VSL) 2014,\u00a0<\/em><\/span><em>Knowledge Representation for Health Care (KR4HC).<\/em>\u00a0Vienna, Austria, July 2014.<\/p>\n<p>Rakhmawati NA, Hasnain A,\u00a0<strong>Beyan O,\u00a0<\/strong>Iqbal A, Decker S. The Cost And Benefit of Exploiting Links in Federated SPARQL Query.\u00a0<em>10th International Conference on Web Information Systems and Technologies (WEBIST 2014).<\/em>\u00a0Barcelona, Spain, April 2014.<\/p>\n<p><strong>Beyan OD<\/strong>, Iqbal A, Khan Y, Antoniades A, Keane J, Hasapis P, Georgousopoulos C, Ioannidi M, Decker S, Sahay R.<span style=\"color: #993300;\"> <a style=\"color: #993300;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/6701573\" target=\"_blank\" rel=\"noopener noreferrer\">Querying Phenotype-Genotype Associations across Multiple Knowledge Bases using Semantic Web Technologies.<\/a><\/span><em>\u00a013th IEEE International Conference on BioInformatics and BioEngineering (BIBE).<\/em>\u00a0Chania-Greece; November 2013.<\/p>\n<\/div>\n<p>Sahay R, Ntalaperas D, Kamateri E, Hasapis P,\u00a0<strong>Beyan OD,\u00a0<\/strong>Strippoli MPF, Demetriou CA, Gklarou-Stavropoulou T, Brochhausen M, Tarabanis K, Bouras T, Tian D, Aristodimou A, Antoniades A, Georgousopoulos C, Hauswirth M, Decker S.<span style=\"color: #993300;\">\u00a0<a style=\"color: #993300;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/6722306\" target=\"_blank\" rel=\"noopener noreferrer\">An Ontology for Clinical Trial Data Integration.<\/a><\/span>\u00a0<em>IEEE International Conference on Systems, Man, and Cybernetics (SMC).<\/em>\u00a0Manchester, UK,\u00a0October 2013.<\/p>\n<p class=\"authors\">Perakis K, Bouras T, Ntalaperas D, Hasapis P, Georgousopoulos C, Sahay R,\u00a0<strong>Beyan OD,<\/strong>\u00a0Potlog C, Usurelu D.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/6722307\" target=\"_blank\" rel=\"noopener noreferrer\">Advancing Patient Record Safety and EHR Semantic Interoperability.<\/a><\/span>\u00a0<em>IEEE International Conference on Systems, Man, and Cybernetics (SMC).<\/em>\u00a0Manchester, UK,\u00a0October 2013.<\/p>\n<p class=\"authors\">Hacalo\u011flu T,\u00a0<strong>Beyan OD.<\/strong>\u00a0Measuring Innovative Characteristics of Students in Higher Education.<span style=\"color: #800000;\">\u00a0<em><a style=\"color: #800000;\" href=\"http:\/\/meuk2012.atilim.edu.tr\/?lang=en\" target=\"_blank\" rel=\"noopener noreferrer\">2nd International Engineering Education Conference (IEEC2012).<\/a><\/em>\u00a0<\/span>Antalya, T\u00fcrkiye, October-November 2012.<\/p>\n<p><strong>Beyan OD,\u00a0<\/strong>Tercan B.<span style=\"color: #993300;\">\u00a0<a style=\"color: #993300;\" href=\"https:\/\/turkmia.net\/kongre2011\/cd\/pdf\/32%20Deniz%20Beyan.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Sa\u011fl\u0131k Bak\u0131m\u0131nda Bilgi Y\u00f6netimi\u00a0(Knowledge Management in Health Care).<\/a>\u00a0<\/span><em>VIII. Ulusal T\u0131p Bili\u015fimi Kongresi (TURKMIA\u201911).<\/em> Antalya, T\u00fcrkiye, November 2011.<\/p>\n<p>Beyan T,\u00a0<strong>Beyan OD.<span style=\"color: #993300;\">\u00a0<\/span><\/strong><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/turkmia.net\/kongre2011\/cd\/pdf\/33%20Beyan.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Kaliteli T\u0131bbi Bak\u0131m \u0130\u00e7in Sa\u011fl\u0131k Malzemeleri Tedarik Zincirinde Bili\u015fim Teknolojilerine Dayal\u0131 D\u00f6n\u00fc\u015f\u00fcm:\u00a0Genel Bir \u00c7er\u00e7eve \u00d6nerisi (Transformation of Health Materials Supply Chain Based on Information\u00a0Technologies For Qualified Healthcare).<\/a>\u00a0<\/span><em>VIII. Ulusal T\u0131p Bili\u015fimi Kongresi (TURKMIA\u201911).<\/em> Antalya, T\u00fcrkiye, November 2011.<\/p>\n<p><strong>Beyan OD,<\/strong> Beyan T, Baykal N.<span style=\"color: #993300;\">\u00a0<a style=\"color: #993300;\" href=\"https:\/\/turkmia.net\/kongre2010\/cd\/bildiriler\/132-141%20Oya%20Deniz%20BEYAN.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Sa\u011fl\u0131k Bak\u0131m\u0131 Performans \u00d6l\u00e7\u00fcm\u00fc Ontolojisi ve Bilgi Taban\u0131 (An Ontology and Knowledge Base For Healthcare\u00a0Perfomance Measurements).<\/a> <\/span><em>VII. Ulusal T\u0131p Bili\u015fimi Kongresi (TURKMIA\u201910).<\/em>\u00a0Northern Cyprus,\u00a0October 2010.<\/p>\n<p><strong>Ko\u00e7gil OD,<\/strong>\u00a0Beyan T, Baykal N.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/dosyamerkez.saglik.gov.tr\/Eklenti\/6244,1kongrecilt3pdf.pdf?0\" target=\"_blank\" rel=\"noopener noreferrer\">Sa\u011fl\u0131k Bak\u0131m\u0131 Performans \u00d6l\u00e7\u00fcm\u00fc \u0130\u00e7in Bir Kar\u015f\u0131la\u015ft\u0131rma Arac\u0131 \u00d6nerisi (A Framework Proposal for Health Care\u00a0Performance Measurement and its Application to National Health Care System).<\/a>\u00a0<\/span><em>The Ministry of Health of Turkey, the International Congress on Quality and Performance in Healthcare.<\/em> Antalya, T\u00fcrkiye, March 2009.<\/p>\n<p><strong>Ko\u00e7gil\u00a0OD,<\/strong>\u00a0Baykal N, Beyan T.\u00a0Sa\u011fl\u0131k ve Sa\u011fl\u0131k Bak\u0131m Sistemlerinde Performans \u0130zleme ve De\u011ferlendirme (Performance Measurement and\u00a0Assessment in Health Care Systems).\u00a0<em>The Ministry of Health of Turkey, the Second e-Health Congress. <\/em>Antalya, T\u00fcrkiye, October 2007.<\/p>\n<p>Beyan T, Baykal N,\u00a0<strong>Ko\u00e7gil OD.\u00a0<\/strong>Kompleks Adaptif Sistem Olarak Sa\u011fl\u0131k Sistemleri ve Performans (Health Systems as Complex Adaptive Systems\u00a0and Performance).\u00a0<em>The Ministry of Health of Turkey, the Second e-Health Congress.<\/em> Antalya, T\u00fcrkiye, October 2007.<\/p>\n<p><strong>Karaduman OD,<\/strong>\u00a0Erkmen AM, Baykal N.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/www.wseas.us\/e-library\/conferences\/2006istanbul\/papers\/520-250.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Intelligent \u201cHealth Restoration System\u201d: Reinforcement Learning Feedback to Diagnosis and Treatment\u00a0Planning.<\/a><\/span>\u00a0<em>5th World Scientific and Engineering Academy and Society (WSEAS) International Conference on Telecommunications and Informatics.<\/em>\u0130stanbul, T\u00fcrkiye, 27-29 May 2006.<\/p>\n<p>Akman E, Beyan T,\u00a0<strong>Ko\u00e7gil OD,<\/strong>\u00a0Mizani M.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/turkmia.net\/kongre\/cd\/pdf\/25.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Yeni Bir Sa\u011fl\u0131k Standard\u0131: Bak\u0131m Kayd\u0131n\u0131n S\u00fcreklili\u011fi (A New Health Standard, Continuity\u00a0of Care Records).<\/a>\u00a0<\/span><em>II. Ulusal T\u0131p Bili\u015fimi Kongresi (Medical Informatics \u201905)<\/em>. Antalya, T\u00fcrkiye, November 2005.<\/p>\n<p>Saka O, G\u00fclkesen KH, G\u00fclden B,\u00a0<strong>Ko\u00e7gil OD.<\/strong>\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/www.magic5.unile.it\/PapDoc\/Article\/MIE2005\/TOC%20Scientific%20Contributions\/Online%20Health%20Information%20&amp;%20Patient%20Empowerment\/200.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Evaluation of two search methods in PubMed; the Regular Search and Search by MeSH Terms.<\/a>\u00a0<\/span><em>European Medical Informatics Conference (MIE) 2005.\u00a0<\/em>Geneva, Switzerland, 2005<em>.<\/em>\u00a0In:\u00a0Connecting Medical Informatics and Bio-Informatics,\u00a0European Notes in Medical Informatics (ENMI) 2005, Pages 1293-1298.<\/p>\n<p><strong>Ko\u00e7gil OD.<\/strong>\u00a0ODT\u00dc \u0130nternet \u00dczerinden Bili\u015fim Y\u00fcksek Lisans Program\u0131 Deneyimi (Internet Based Distance Education Experience of METU).\u00a0<em>\u00d6YP-YUUP Uzaktan E\u011fitim \u00c7al\u0131\u015ftay\u0131.<\/em> Mersin, T\u00fcrkiye, 2004.<\/p>\n<p><strong>Ko\u00e7gil OD,\u00a0<\/strong>Baykal N, Baykal A. Cancer Informatics (Poster).\u00a0<em>10th Biomedical Science and Technology Symposium (BIOMED 2003).<\/em>\u00a0Northern Cyprus, October 2003.<\/p>\n<p><strong>Ko\u00e7gil OD,<\/strong>\u00a0Baykal N, Baykal A.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/14728402\" target=\"_blank\" rel=\"noopener noreferrer\">Integrated breast diseases research and cancer registry in Turkey.<\/a>\u00a0<\/span><em>American Medical Informatics Association (AMIA) Annual Symposium.<\/em>\u00a08-12 November 2003, Washington, DC, US. In: AMIA Annual Symposium Proceeding, 2003: 897.<\/p>\n<p><strong>Ko\u00e7gil OD,<\/strong>\u00a0Baykal N.\u00a0Campus Wide Asynchronous Distance Learning: METU Experience.\u00a0<em>5th Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2001).<\/em>\u00a0Orlando, Florida, US, July 2001. Proceeding Book, Volume 8, Pages 170-4.<\/p>\n<p><\/div><\/p>\n<p><div id=\"33\" class=\"tab-content\"><\/p>\n<p><span class=\"author-name\">Editors: Genova F, Jones S. <span class=\"author-type\">Authors: <\/span>Genova F, <\/span><span class=\"author-name\">Magnus Aronsen J, <\/span><span class=\"author-name\"><strong>Beyan O<\/strong>, <\/span><span class=\"author-name\">Harrower N, Holl A, <\/span><span class=\"author-name\">Hooft RWW, <\/span><span class=\"author-name\">Principe P, <\/span><span class=\"author-name\">Slavec A, <\/span>et al. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/op.europa.eu\/en\/publication-detail\/-\/publication\/ced147c9-53c0-11eb-b59f-01aa75ed71a1\/language-en\" target=\"_blank\" rel=\"noopener noreferrer\">Recommendations on FAIR metrics for EOSC.<\/a> <\/span><span class=\"publishedAt\"><strong>EOSC Executive Board, FAIR Working Group.<\/strong> Luxembourg: <span class=\"publisher\">Publications Office of the European Union<\/span>\u00a0<span class=\"year\">(2021). ISBN 9789276281115.<\/span><\/span><\/p>\n<p><span class=\"author-name\">Editors: Genova F, <\/span><span class=\"author-name\">Jones S. <\/span><span class=\"author-type\">Authors: <\/span><span class=\"author-name\">Genova F, <\/span><span class=\"author-name\">Magnus Aronsen J, <\/span><span class=\"author-name\"><strong>Beyan O<\/strong>, <\/span><span class=\"author-name\">Harrower N, Holl A, <\/span><span class=\"author-name\">Principe P, <\/span><span class=\"author-name\">Slavec A, <\/span><span class=\"author-name\">Jones S. <\/span><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/op.europa.eu\/en\/publication-detail\/-\/publication\/70aa74b5-53bf-11eb-b59f-01aa75ed71a1\/language-en\" target=\"_blank\" rel=\"noopener noreferrer\">Recommendations on certifying services required to enable FAIR within EOSC.<\/a> <\/span><span class=\"publishedAt\"><strong>EOSC Executive Board, FAIR Working Group.<\/strong> <\/span><span class=\"publishedAt\">Luxembourg: <span class=\"publisher\">Publications Office of the European Union<\/span>\u00a0<span class=\"year\">(2021). ISBN 9789276281122.<\/span><\/span><\/p>\n<p><strong>Beyan O<\/strong>, Emam I, Rocca-Serra P, Sansone SA, Juty N, Alharbi E, Wood C, Henderson D, Burdett T, Konopko M. <a href=\"https:\/\/zenodo.org\/records\/5040592\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800000;\">D2.5 FAIRplus FAIR Data Maturity Framework.<\/span><\/a> <strong><a href=\"https:\/\/cordis.europa.eu\/project\/id\/802750\/de\" target=\"_blank\" rel=\"noopener\">FAIRplus.<\/a> <\/strong>EU-H2020 (2021). doi: 10.5281\/zenodo.5040591.<\/p>\n<p>Burdett T, Courtot M, Xu F, Gu W, Satagopam V, Juty N, <strong>Beyan O<\/strong>, Ronzano F, Furlong L, Emam I, Goble C, Giessmann R, Lynch N. <a href=\"https:\/\/zenodo.org\/records\/3587397\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800000;\">D3.01 First phase exemplar IMI projects FAIRified.<\/span><\/a> <strong><a href=\"https:\/\/cordis.europa.eu\/project\/id\/802750\/de\" target=\"_blank\" rel=\"noopener\">FAIRplus.<\/a> <\/strong>EU-H2020 (2021). doi: 10.5281\/zenodo.4322743<\/p>\n<p>Scollen S, Lynch N, Williams-Jones B, Hurst H, Peeters P, Sansone SA, Rocca-Serra P, Delfin A, Cambon-Thomsen A, Emam I, Juty N, Pippow A, <strong>Beyan O.<\/strong> <span style=\"color: #800000;\"><a style=\"color: #800000;\" href=\"https:\/\/zenodo.org\/records\/4354652\" target=\"_blank\" rel=\"noopener\">D5.5. Sustainability Plan.<\/a><\/span> <strong><a href=\"https:\/\/cordis.europa.eu\/project\/id\/802750\/de\" target=\"_blank\" rel=\"noopener\">FAIRplus.<\/a> <\/strong>EU-H2020 (2020). doi:10.5281\/zenodo.4354652<\/p>\n<p>Velasco CA, Mohamad Y, <strong>Beyan O. <\/strong><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/ec.europa.eu\/research\/participants\/documents\/downloadPublic?documentIds=080166e5be65798e&amp;appId=PPGMS\" target=\"_blank\" rel=\"noopener noreferrer\">D9.5 Plan For Contributions to Standardisation.<\/a><\/span> <strong><a href=\"https:\/\/www.picaso-project.eu\/\" target=\"_blank\" rel=\"noopener noreferrer\">PICASO<\/a><\/strong><a href=\"https:\/\/www.picaso-project.eu\/\" target=\"_blank\" rel=\"noopener noreferrer\">: A Personalised Integrated Care Platform.<\/a>EU-H2020. 2018.<\/p>\n<p><strong>Beyan O.<\/strong> <a href=\"https:\/\/repository.dri.ie\/catalog\/qz216736v\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800000;\">An Overview of Geotagging.<\/span><\/a><strong><a href=\"https:\/\/dri.ie\/irish-record-linkage-1864-1913\/?cookie-consent-set=true\" target=\"_blank\" rel=\"noopener\">IRL<\/a><\/strong><a href=\"https:\/\/dri.ie\/irish-record-linkage-1864-1913\/?cookie-consent-set=true\" target=\"_blank\" rel=\"noopener\">: Irish Record Linkage 1864-1913.<\/a> Irish Research Council (IRC) Project. 2016.<\/p>\n<p>Beyan T, Felzmann H, Ryan M, Lang N, <strong>Beyan O<\/strong>. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"http:\/\/www.mario-project.eu\/portal\/images\/deliverables\/D1.2-Ethics-Framework.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">D1.2 Ethics Framework.<\/a> <\/span><strong><a href=\"http:\/\/www.mario-project.eu\/portal\/\" target=\"_blank\" rel=\"noopener noreferrer\">MARIO<\/a><\/strong><a href=\"http:\/\/www.mario-project.eu\/portal\/\" target=\"_blank\" rel=\"noopener noreferrer\">: Managing active and healthy aging with use of caring service robots.<\/a>EU-H2020. 2015.<\/p>\n<p>Cortis K, Koumpis A, Casey D, Murphy K,\u00a0<strong>Beyan O<\/strong>, Beyan T, Ricciardi F, Sancarlo D, Giuliani F, Raciti M, Reforgiato D, Trochidis I, Mongiov\u00ec M, Bleaden A, Ghrissi M, Pegman G.\u00a0<a href=\"http:\/\/www.mario-project.eu\/portal\/images\/deliverables\/D10.5-Data-Management-Plan.pdf\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #993300;\">D10.5 Data Management Plan.<\/span><\/a> <strong><a href=\"http:\/\/www.mario-project.eu\/portal\/\" target=\"_blank\" rel=\"noopener noreferrer\">MARIO<\/a><\/strong><a href=\"http:\/\/www.mario-project.eu\/portal\/\" target=\"_blank\" rel=\"noopener noreferrer\">: Managing active and healthy aging with use of caring service robots.<\/a>EU-H2020. 2015.<\/p>\n<p>Jones M, Freitas A, Asooja K,\u00a0<strong>Beyan O<\/strong>, Sahay R.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/web.archive.org\/web\/20170429085348\/http:\/\/www.sifem-project.eu\/sites\/default\/files\/sigUploadedFiles\/Deliverable%205.1%20Sifem%20Conceptual%20model_v0.3_0.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">D5.1 SIFEM Conceptual Model.<\/a> <\/span><strong><a href=\"https:\/\/web.archive.org\/web\/20181228205442\/http:\/\/sifem-project.eu\/\" target=\"_blank\" rel=\"noopener noreferrer\">SIFEM<\/a><\/strong><a href=\"https:\/\/web.archive.org\/web\/20181228205442\/http:\/\/sifem-project.eu\/\" target=\"_blank\" rel=\"noopener noreferrer\">: Semantic Infostructure interlinking an open source Finite Element tool and libraries with a model repository for the multi-scale Modelling and 3d visualization of the inner-ear.<\/a>EU-FP7. 2014.<\/p>\n<p><\/div><\/p>\n<p><div id=\"44\" class=\"tab-content\"><\/p>\n<p><strong>Beyan OD.<\/strong> Doctor of Philosophy Degree in Medical Informatics. <span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/tez.yok.gov.tr\/UlusalTezMerkezi\/TezGoster?key=veR1mHu9yoWjwcVUjCEoPPnTLy7d3fcTEuVTl91E-oBiSe9TmiopISK-bYWrlyaC\" target=\"_blank\" rel=\"noopener noreferrer\">A New Ontology and Knowledge Base System for Performance Measurement\u00a0in Health Care.<\/a>\u00a0<\/span>Middle East Technical University,\u00a0Informatics Institute, Department of Health Informatics.\u00a02010.<\/p>\n<p><strong>Beyan OD.<\/strong> Master of Science Degree in Sociology.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/tez.yok.gov.tr\/UlusalTezMerkezi\/TezGoster?key=ZeTyprYuef2HkaF3xt4wYu8_YSg4TCXKMFXXymoPm4qSvWcE0BNu2G-vwqJv_x1L\" target=\"_blank\" rel=\"noopener noreferrer\">Questioning Effects Of Patient Empowerment Antecedent By Information And Communication Technologies In Breast Cancer Patients: A Case Study From Turkey.<\/a><\/span> Middle East Technical University, Faculty of Arts and Sciences, Department of Sociology. 2010.<\/p>\n<p><strong>Ko\u00e7gil OD.<\/strong> Master of Science Degree in Information Systems.\u00a0<span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/open.metu.edu.tr\/handle\/11511\/14608\" target=\"_blank\" rel=\"noopener noreferrer\">Proposal for an Integrated Breast Diseases Research and National Cancer Registry System Design and Implementation.<\/a><\/span>\u00a0Middle East Technical University,\u00a0Informatics Institute, Department of\u00a0Information Systems.\u00a02003.<\/p>\n<p><\/div><\/p>\n<p><\/div><\/p>\n<p><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-188","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/oyabeyan.info\/index.php?rest_route=\/wp\/v2\/pages\/188","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oyabeyan.info\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/oyabeyan.info\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/oyabeyan.info\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/oyabeyan.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=188"}],"version-history":[{"count":1,"href":"https:\/\/oyabeyan.info\/index.php?rest_route=\/wp\/v2\/pages\/188\/revisions"}],"predecessor-version":[{"id":721,"href":"https:\/\/oyabeyan.info\/index.php?rest_route=\/wp\/v2\/pages\/188\/revisions\/721"}],"wp:attachment":[{"href":"https:\/\/oyabeyan.info\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=188"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}