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A Privacy-Preserving Distributed Analytics Platform for Health Care Data.
Welten S, Mou Y, Neumann L, Jaberansary M, Yediel Ucer Y, Kirsten T, Decker S, Beyan O. Welten S, et al. Among authors: beyan o. Methods Inf Med. 2022 Jun;61(S 01):e1-e11. doi: 10.1055/s-0041-1740564. Epub 2022 Jan 17. Methods Inf Med. 2022. PMID: 35038764 Free PMC article.
Smart Medical Information Technology for Healthcare (SMITH).
Winter A, Stäubert S, Ammon D, Aiche S, Beyan O, Bischoff V, Daumke P, Decker S, Funkat G, Gewehr JE, de Greiff A, Haferkamp S, Hahn U, Henkel A, Kirsten T, Klöss T, Lippert J, Löbe M, Lowitsch V, Maassen O, Maschmann J, Meister S, Mikolajczyk R, Nüchter M, Pletz MW, Rahm E, Riedel M, Saleh K, Schuppert A, Smers S, Stollenwerk A, Uhlig S, Wendt T, Zenker S, Fleig W, Marx G, Scherag A, Löffler M. Winter A, et al. Among authors: beyan o. Methods Inf Med. 2018 Jul;57(S 01):e92-e105. doi: 10.3414/ME18-02-0004. Epub 2018 Jul 17. Methods Inf Med. 2018. PMID: 30016815 Free PMC article.
Design of Metadata Services for Clinical Data Interoperability in Germany.
Löbe M, Beyan O, Stäubert S, Meineke F, Ammon D, Winter A, Decker S, Löffler M, Kirsten T. Löbe M, et al. Among authors: beyan o. Stud Health Technol Inform. 2019 Aug 21;264:1528-1529. doi: 10.3233/SHTI190518. Stud Health Technol Inform. 2019. PMID: 31438215
Deep learning-based clustering approaches for bioinformatics.
Karim MR, Beyan O, Zappa A, Costa IG, Rebholz-Schuhmann D, Cochez M, Decker S. Karim MR, et al. Among authors: beyan o. Brief Bioinform. 2021 Jan 18;22(1):393-415. doi: 10.1093/bib/bbz170. Brief Bioinform. 2021. PMID: 32008043 Free PMC article. Review.
Distributed Skin Lesion Analysis Across Decentralised Data Sources.
Mou Y, Welten S, Jaberansary M, Ucer Yediel Y, Kirsten T, Decker S, Beyan O. Mou Y, et al. Among authors: beyan o. Stud Health Technol Inform. 2021 May 27;281:352-356. doi: 10.3233/SHTI210179. Stud Health Technol Inform. 2021. PMID: 34042764
Explainable AI for Bioinformatics: Methods, Tools and Applications.
Karim MR, Islam T, Shajalal M, Beyan O, Lange C, Cochez M, Rebholz-Schuhmann D, Decker S. Karim MR, et al. Among authors: beyan o. Brief Bioinform. 2023 Sep 20;24(5):bbad236. doi: 10.1093/bib/bbad236. Brief Bioinform. 2023. PMID: 37478371 Review.
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