Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Deep learning-based clustering approaches for bioinformatics
Karim, M.R.; Beyan, O.; Zappa, A.; Costa, I.G.; Rebholz-Schuhmann, D.; Cochez, M.; Decker, S.
Zeitschriftenaufsatz
2021DeepKneeExplainer: Explainable knee osteoarthritis diagnosis from radiographs and magnetic resonance imaging
Karim, Rezaul; Jiao, Jiao; Döhmen, Till; Cochez, Michael; Beyan, Oya; Rebholz-Schuhmann, Dietrich; Decker, Stefan
Zeitschriftenaufsatz
2021Distributed Skin Lesion Analysis Across Decentralised Data Sources
Mou, Y.; Welten, S.; Jaberansary, M.; Ucer Yediel, Y.; Kirsten, T.; Decker, S.; Beyan, O.
Konferenzbeitrag
2021A Minimal Information Model for Potential Drug-Drug Interactions
Hochheiser, H.; Jing, X.; Garcia, E.A.; Ayvaz, S.; Sahay, R.; Dumontier, M.; Banda, J.M.; Beyan, O.; Brochhausen, M.; Draper, E.; Habiel, S.; Hassanzadeh, O.; Herrero-Zazo, M.; Hocum, B.; Horn, J.; LeBaron, B.; Malone, D.C.; Nytro, O.; Reese, T.; Romagnoli, K.; Schneider, J.; Zhang, L.; Boyce, R.D.
Zeitschriftenaufsatz
2021NFDI4Health - Nationale Forschungsdateninfrastruktur für personenbezogene Gesundheitsdaten
Fluck, J.; Lindstädt, B.; Ahrens, W.; Beyan, O.; Buchner, B.; Darms, J.; Depping, R.; Dierkes, J.; Neuhausen, H.; Müller, W.; Zeeb, H.; Golebiewski, M.; Löffler, M.; Löbe, M.; Meineke, F.; Klammt, S.; Fröhlich, Holger; Hahn, H.; Schulze, M.; Pischon, T.; Nöthlings, U.; Sax, U.; Kusch, H.; Grabenhenrich, L.; Schmidt, C.O.; Waltemath, D.; Semler, S.; Gehrke, J.; Kirsten, T.; Praßer, F.; Thun, S.; Wieler, L.; Pigeot, I.
Zeitschriftenaufsatz
2020DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images
Karim, M.R.; Döhmen, T.; Cochez, M.; Beyan, O.; Rebholz-Schuhmann, D.; Decker, S.
Konferenzbeitrag
2020Enabling ad-hoc reuse of private data repositories through schema extraction
Gleim, L.C.; Karim, M.R.; Zimmermann, L.; Kohlbacher, O.; Stenzhorn, H.; Decker, S.; Beyan, O.
Zeitschriftenaufsatz
2020Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: Are we ready from an international perspective?
Bukowski, M.; Farkas, R.; Beyan, O.; Moll, L.; Hahn, H.; Kiessling, F.; Schmitz-Rode, T.
Zeitschriftenaufsatz
2020A snapshot neural ensemble method for cancer-type prediction based on copy number variations
Karim, M.R.; Rahman, A.; Jares, J.B.; Decker, S.; Beyan, O.
Zeitschriftenaufsatz
2019Design 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.
Konferenzbeitrag
2019Drug-drug interaction prediction based on knowledge graph embeddings and convolutional-LSTM network
Rezaul Karim, M.; Cochez, M.; Jares, J.B.; Uddin, M.; Beyan, O.; Decker, S.
Konferenzbeitrag
2019Implementation of clinical decision support services to detect potential drug-drug interaction using clinical quality language
Nguyen, B.-P.; Reese, T.; Decker, S.; Malone, D.; Boyce, R.D.; Beyan, O.
Konferenzbeitrag
2019OncoNetExplainer: Explainable predictions of cancer types based on gene expression data
Karim, M.R.; Cochez, M.; Beyan, O.; Decker, S.; Lange, C.
Konferenzbeitrag
2019Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data
Karim, M.R.; Wicaksono, G.; Costa, I.G.; Decker, S.; Beyan, O.
Zeitschriftenaufsatz
2018A distributed analytics platform to execute FHIR-based phenotyping algorithms
Karim, M.R.; Nguyen, B.-P.; Zimmermann, L.; Kirsten, T.; Löbe, M.; Meineke, F.; Stenzhorn, H.; Kohlbacher, O.; Decker, S.; Beyan, O.
Konferenzbeitrag
2018Mining maximal frequent patterns in transactional databases and dynamic data streams
Karim, M.R.; Cochez, M.; Beyan, O.D.; Ahmed, C.F.; Decker, S.
Zeitschriftenaufsatz
2018Preface of SeWeBMeDA 2018: Semantic web solutions for large-scale biomedical data analytics
Hasnain, A.; Beyan, O.; Decker, S.; Rebholz-Schuhmann, D.
Konferenzbeitrag
2018Representing medication guidelines for use in production rule systems in the context of POLYCARE project
Könning, Jonas W.; Velasco, Carlos A.; Mohamad, Yehya; Decker, Stefan; Beyan, Oya
Konferenzbeitrag
2018Research Data in the Fraunhofer Digital Project. Creating a FAIR Research Data Infrastructure and Culture
Beyan, O.; Wuchner, A.; Eisengräber-Pabst, D.; Quix, C.; Zaschke, Christian; Schumacher, O.
Konferenzbeitrag
2018Schema extraction for privacy preserving processing of sensitive data
Gleim, L.C.; Rezaul Karim, M.; Zimmermann, L.; Kohlbacher, O.; Stenzhorn, H.; Decker, S.; Beyan, O.
Konferenzbeitrag
2018Smart Medical Information Technology for Healthcare (SMITH)
Winter, Alfred; Stäubert, Sebastian; Ammon, Danny; Aiche, Stephan; Beyan, Oya; Bischoff, Verena; Daumke, Philipp; Decker, Stefan; Funkat, Gert; Gewehr, Jan E.; Greiff, Armin de; Haferkamp, Silke; Hahn, Udo; Henkel, Andreas; Kirsten, Toralf; Klöss, Thomas; Lippert, Jörg; Löbe, Matthias; Lowitsch, Volker; Maassen, Oliver; Maschmann, Jens; Meister, Sven; Mikolajczyk, Rafael; Nüchter, Matthias; Pletz, Mathias W.; Rahm, Erhard; Riedel, Morris; Saleh, Kutaiba; Schuppert, Andreas; Smers, Stefan; Stollenwerk, André; Uhlig, Stefan; Wendt, Thomas; Zenker, Sven; Fleig, Wolfgang; Marx, Gernot; Scherag, André; Löffler, Markus
Zeitschriftenaufsatz
2017Minimum information for dielectric measurements of biological tissues (MINDER)
Porter, E.; Gioia, A. La; Salahuddin, S.; Decker, S.; Shahzad, A.; Adnan Elahi, M.; O'Halloran, M.; Beyan, O.
Zeitschriftenaufsatz
2017Towards a FAIR sharing of scientific experiments: Improving discoverability and reusability of dielectric measurements of biological tissues
Rezaul Karim, M.; Heinrichs, Matthias; Gleim, Lars C.; Cochez, Michael; Porter, Emily; Gioia, Alessandra la; Salahuddin, Saqib; O'Halloran, Martin; Decker, Stefan; Beyan, Oya
Konferenzbeitrag
2016A Framework for Applying Data Integration and Curation Pipelines to Support Integration of Migrants and Refugees in Europe
Beyan, O.D.; Handschuh, S.; Koumpis, A.; Fragidis, G.; Decker, S.
Konferenzbeitrag
2016An RDF based semantic approach to model temporal relations in health records
Beyan, O.; Decker, S.
Konferenzbeitrag
2016A semantic architecture for preserving and interpreting the information contained in Irish historical vital records
Debruyne, C.; Beyan, O.D.; Grant, R.; Collins, S.; Decker, S.; Harrower, N.
Zeitschriftenaufsatz