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Dr. Oya Deniz Beyan - Publications


2019
NFDI4Health: Ein Konzept für eine föderierte Forschungsdateninfrastruktur personenbezogener Gesundheitsdaten.
Published in Deutsche Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie. 64. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e.V. (GMDS) by Juliane Fluck, Iris Pigeot, Birte Lindstädt, Thomas Gübitz, Hajo Zeeb, Wolfgang Ahrens, Markus Löffler, Oana Brosteanu, Ulrich Lang, Constanze Curdt, Sebastian [Claudius] Semler, Oya Beyan, Hubertus Neuhausen, Jens Dierkes, Ulrich Sax, Harald Kusch, Henriette Senst, Thilo Muth, Sylvia Thun, Dietrich Kaiser, Jochen Dress, Wolfgang Müller, Martin Golebiewski
A Snapshot Neural Ensemble Method for Cancer Type Prediction Based on Copy Number Variations
Published in Neural Computing and Applications by Md. Rezaul Karim, Md Ashiqur Rahman, Joao Bosco Jares, Stefan Decker, Oya Beyan
Distributed Analytics on Sensitive Medical Data: The Personal Health Train
Published in Data Intelligence by Oya Beyan, Ananya Choudry, Johan van Soest, Oliver Kohlbacher, Lukas Zimmermann, Holger Stenzhorn, Md. Rezaul Karim, Michel Dumontier, Stefan Decker, Luiz Olavo Bonino da Silva Santos, Andre Dekker
Helping the consumers and producers of standards, repositories and policies to enable FAIR data
Published in Data Intelligence by Peter McQuilton, Dominique Batista, Oya Beyan, Ramon Granell, Simon Coles, Massimiliano Izzo, Allyson L. Lister, Robert Pergl, Philippe Rocca-Serra, Ben Schaap, Hugh Shanahan, Milo Thurston, Susanna-Assunta Sansone
Design of Metadata Services for Clinical Data Interoperability in Germany
Published in Stud Health Technol Inform by Matthias Löbe, Oya Beyan, Sebastian Stäubert, Frank Meineke, Danny Ammon, Alfred Winter, Stefan Decker, Markus Löffler, Toralf Kirsten
Implementation of Clinical Decision Support Services to Detect Potential Drug-Drug Interaction Using Clinical Quality Language
Published in Stud Health Technol Inform by Binh-Phi Nguyen, Thomas Reese, Stefan Decker, Daniel C. Malone, Richard D. Boyce, Oya Beyan
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data
Published in 19th IEEE International Conference on Bioinformatics and Bioengineering (IEEE BIBE 2019) by Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange
Design of the SMITH Metadata Services
Published by Matthias Löbe, Oya Beyan, Sebastian Stäubert, Frank Meineke, Danny Ammon, Alfred Winter, Stefan Decker, Markus Löffler, Toralf Kirsten
2018
Research Data in the Fraunhofer Digital Project: Creating a FAIR Research Data Infrastructure and Culture
Published by Oya Beyan, Andrea Wuchner, Dirk Eisengräber-Pabst, Christoph Quix, Christian Zaschke, Oliver Schumacher
A Distributed Analytics Platform to Execute FHIR-based Phenotyping Algorithms
Published by Md. Rezaul Karim, Binh-Phi Nguyen, Lukas Zimmermann, Toralf Kirsten, Matthias Löbe, Frank Meineke, Holger Stenzhorn, Oliver Kohlbacher, Stefan Decker, Oya Beyan
Minimum information for dielectric measurements of biological tissues (MINDER): A framework for repeatable and reusable data
Published by Emily Porter, Alessandra La Gioia, Saqib Salahuddin, Stefan Decker, Atif Shahzad, M. Adnan Elahi, Martin O'Halloran, Oya Beyan
Identification of SHACL Constraints from a Knowledge Graph
Published by Erhard Eibl, Siyabend Sakik, Niels Schneider, Oya Beyan, Nils Lukas
Smart medical information technology for healthcare (SMITH)
Published by Alfred Winter, Sebastian Stäubert, Danny Ammon, Stephan Aiche, Oya Beyan, Verena Bischoff, Philipp Daumke, Stefan Decker, Gert Funkat, Jan E. Gewehr, Armin de Greiff, Silke Haferkamp, Udo Hahn, Andreas Henkel, Toralf Kirsten, Thomas Klöss, Jörg Lippert, Matthias Löbe, Volker Lowitsch, Oliver Maassen, Jens Maschmann, Sven Meister, Rafael Mikolajczyk, Matthias Nüchter, Mathias W. Pletz, Erhard Rahm, Morris Riedel, Kutaiba Saleh, Andreas Schuppert, Stefan Smers, André Stollenwerk, Stefan Uhlig, Thomas Wendt, Sven Zenker, Wolfgang Fleig, Gernot Marx, André Scherag, Markus Löffler
Reproducible Health Data Service Workflows Adoption and Training Guide for Biomedical Service Centers
Published by Oya Beyan, Anthony Juehne, Kate LeMay, Ludovica Durst, Mary Uhlmansiek, Malcolm Wolski, Cynthia Hudson Vitale, Edwin Morley-Fletcher, Leslie D. McIntosh
Person Publications

Md. Rezaul Karim, Oya Beyan, Michael Cochez, Stefan Decker

Deep learning-based clustering approaches for bioinformatics

Briefings in Bioinformatics

Juliane Fluck, Iris Pigeot, Birte Lindstädt, Thomas Gübitz, Hajo Zeeb, Wolfgang Ahrens, Markus Löffler, Oana Brosteanu, Ulrich Lang, Constanze Curdt, Sebastian [Claudius] Semler, Oya Beyan, Hubertus Neuhausen, Jens Dierkes, Ulrich Sax, Harald Kusch, Henriette Senst, Thilo Muth, Sylvia Thun, Dietrich Kaiser, Jochen Dress, Wolfgang Müller, Martin Golebiewski

NFDI4Health: Ein Konzept für eine föderierte Forschungsdateninfrastruktur personenbezogener Gesundheitsdaten.

Deutsche Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie. 64. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e.V. (GMDS)

Md. Rezaul Karim, Md Ashiqur Rahman, Joao Bosco Jares, Stefan Decker, Oya Beyan

A Snapshot Neural Ensemble Method for Cancer Type Prediction Based on Copy Number Variations

Neural Computing and Applications

More publications…