Bridging Data Silos in Oncology with Modular Software for Federated Analysis on Fast Healthcare Interoperability Resources: Multisite Implementation Study.
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| Title: | Bridging Data Silos in Oncology with Modular Software for Federated Analysis on Fast Healthcare Interoperability Resources: Multisite Implementation Study. |
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| Authors: | Ziegler J; Medical Center for Information and Communication Technology, Universitätsklinikum Erlangen, Erlangen, Germany.; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany., Erpenbeck MP; Medical Center for Information and Communication Technology, Universitätsklinikum Erlangen, Erlangen, Germany., Fuchs T; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Department of Nuclear Medicine, University Hospital Regensburg, Regensburg, Germany.; Medical Data Integration Center, University Hospital Regensburg, Regensburg, Germany., Saibold A; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Department of Information Technology, University Hospital Regensburg, Regensburg, Germany., Volkmer PC; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Comprehensive Cancer Center Mainfranken, University Hospital Würzburg, Würzburg, Germany., Schmidt G; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Data Integration Center, University Hospital Würzburg, Würzburg, Germany., Eicher J; Institute for Artificial Intelligence and Informatics in Medicine, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany.; Data Integration Center, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany., Pallaoro P; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Institute for Artificial Intelligence and Informatics in Medicine, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany.; Data Integration Center, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany., De Souza Falguera R; Institute for Artificial Intelligence and Informatics in Medicine, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany.; Section of Precision Psychiatry, Clinic for Psychiatry and Psychotherapy, Ludwig-Maximilians-Universität München, Munich, Germany., Aubele F; Medical Data Integration Center, LMU University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany., Hagedorn M; Medical Data Integration Center, LMU University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany., Vansovich E; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Raffler J; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Ringshandl S; Department of Medicine, Data Integration Center, Philipps-University Marburg, Marburg, Germany., Kerscher A; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.; Comprehensive Cancer Center Mainfranken, University Hospital Würzburg, Würzburg, Germany., Maurer JK; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; University Cancer Center Regensburg, University Hospital Regensburg, Regensburg, Germany., Kühnel B; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Comprehensive Cancer Center Munich, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany., Schenkirsch G; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Comprehensive Cancer Center Augsburg, University Hospital of Augsburg, Augsburg, Germany., Kampf M; Medical Center for Information and Communication Technology, Universitätsklinikum Erlangen, Erlangen, Germany., Kapsner LA; Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.; Institute of Radiology, Uniklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany., Ghanbarian H; Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany., Spengler H; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Data Integration Center, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany., Soto-Rey I; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Albashiti F; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Medical Data Integration Center, LMU University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany., Hellwig D; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Department of Nuclear Medicine, University Hospital Regensburg, Regensburg, Germany.; Medical Data Integration Center, University Hospital Regensburg, Regensburg, Germany., Ertl M; Data Integration Center, University Hospital Würzburg, Würzburg, Germany., Fette G; Data Integration Center, University Hospital Würzburg, Würzburg, Germany., Kraska D; Medical Center for Information and Communication Technology, Universitätsklinikum Erlangen, Erlangen, Germany., Boeker M; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Institute for Artificial Intelligence and Informatics in Medicine, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany., Prokosch HU; Medical Center for Information and Communication Technology, Universitätsklinikum Erlangen, Erlangen, Germany.; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany., Gulden C; Bavarian Cancer Research Center (BZKF), Erlangen, Germany.; Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany. |
| Source: | Journal of medical Internet research [J Med Internet Res] 2025 Apr 15; Vol. 27, pp. e65681. Date of Electronic Publication: 2025 Apr 15. |
| Publication Type: | Evaluation Study; Journal Article; Multicenter Study |
| Journal Info: | Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1438-8871 |
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| DOI: | 10.2196/65681 |
