Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective? von Bukowski, Mark, Farkas, Robert, Beyan, Oya, Moll, Lorna, Hahn, Horst, Kiessling, Fabian, Schmitz-Rode, Thomas

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AI Ethics—A Bird’s Eye View von Christoforaki, Maria, Beyan, Oya

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What prevents us from reusing medical real-world data in research von Gehrmann, Julia, Herczog, Edit, Decker, Stefan, Beyan, Oya

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DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging von Karim, Md. Rezaul, Jiao, Jiao, Dohmen, Till, Cochez, Michael, Beyan, Oya, Rebholz-Schuhmann, Dietrich, Decker, Stefan

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Towards an ELSA Curriculum for Data Scientists von Christoforaki, Maria, Beyan, Oya Deniz

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Will it run?-A proof of concept for smoke testing decentralized data analytics experiments von Welten, Sascha, Weber, Sven, Holt, Adrian, Beyan, Oya, Decker, Stefan

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Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data von Karim, Md. Rezaul, Wicaksono, Galih, Costa, Ivan G., Decker, Stefan, Beyan, Oya

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Seeing the primary tumor because of all the trees: Cancer type prediction on low-dimensional data von Gehrmann, Julia, Soenarto, Devina Johanna, Hidayat, Kevin, Beyer, Maria, Quakulinski, Lars, Alkarkoukly, Samer, Berressem, Scarlett, Gundert, Anna, Butler, Michael, Grönke, Ana, Lennartz, Simon, Persigehl, Thorsten, Zander, Thomas, Beyan, Oya

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Enabling ad-hoc reuse of private data repositories through schema extraction von Gleim, Lars Christoph, Karim, Md Rezaul, Zimmermann, Lukas, Kohlbacher, Oliver, Stenzhorn, Holger, Decker, Stefan, Beyan, Oya

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Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics von Welten, Sascha, Hempel, Lars, Abedi, Masoud, Mou, Yongli, Jaberansary, Mehrshad, Neumann, Laurenz, Weber, Sven, Tahar, Kais, Ucer Yediel, Yeliz, Löbe, Matthias, Decker, Stefan, Beyan, Oya, Kirsten, Toralf

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A Knowledge Based Search Tool for Performance Measures in Health Care Systems von Beyan, Oya D., Baykal, Nazife

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A Minimal Information Model for Potential Drug-Drug Interactions von Hochheiser, Harry, Jing, Xia, Garcia, Elizabeth A., Ayvaz, Serkan, Sahay, Ratnesh, Dumontier, Michel, Banda, Juan M., Beyan, Oya, Brochhausen, Mathias, Draper, Evan, Habiel, Sam, Hassanzadeh, Oktie, Herrero-Zazo, Maria, Hocum, Brian, Horn, John, LeBaron, Brian, Malone, Daniel C., Nytro, Oystein, Reese, Thomas, Romagnoli, Katrina, Schneider, Jodi, Zhang, Louisa (Yu), Boyce, Richard D.

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Deep learning-based clustering approaches for bioinformatics von Karim, Md Rezaul, Beyan, Oya, Zappa, Achille, Costa, Ivan G, Rebholz-Schuhmann, Dietrich, Cochez, Michael, Decker, Stefan

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FAIRe Gesundheitsdaten im nationalen und internationalen Datenraum von Waltemath, Dagmar, Beyan, Oya, Crameri, Katrin, Dedié, Angela, Gierend, Kerstin, Gröber, Petra, Inau, Esther Thea, Michaelis, Lea, Reinecke, Ines, Sedlmayr, Martin, Thun, Sylvia, Krefting, Dagmar

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Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach von Karim, Md. Rezaul, Cochez, Michael, Beyan, Oya Deniz, Ahmed, Chowdhury Farhan, Decker, Stefan

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Explainable AI for Bioinformatics: Methods, Tools and Applications von Karim, Md Rezaul, Islam, Tanhim, Shajalal, Md, Beyan, Oya, Lange, Christoph, Cochez, Michael, Rebholz-Schuhmann, Dietrich, Decker, Stefan

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Improved Gradient Inversion Attacks and Defenses in Federated Learning von Geng, Jiahui, Mou, Yongli, Li, Qing, Li, Feifei, Beyan, Oya, Decker, Stefan, Rong, Chunming

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Stakeholders of Cardiovascular Innovation Ecosystems in Germany: A First Level Analysis and an Example von Kirichenko, Stanislav, Koumpis, Adamantios, Beyan, Oya

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A Privacy-Preserving Distributed Analytics Platform for Health Care Data von Welten, Sascha, Mou, Yongli, Neumann, Laurenz, Jaberansary, Mehrshad, Yediel Ucer, Yeliz, Kirsten, Toralf, Decker, Stefan, Beyan, Oya

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Voxel-Wise Medical Image Generalization for Eliminating Distribution Shift von Li, Feifei, Wang, Yuanbin, Beyan, Oya, Schöneck, Mirjam, Caldeira, Liliana Lourenco

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