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2507302 XI94ATI3 1 apa 50 date desc year 2538 https://mi-ki.eu/wp-content/plugins/zotpress/
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Abu Attieh, H., Jolly, J. K., Pallaoro, P., De Arruda Botelho Herr, M., Schreiweis, B., Kirsten, T., & Prasser, F. (2026). Setting up a DataSHIELD Hub for the German Medical Informatics Initiative: Challenges and Lessons Learned. Studies in Health Technology and Informatics. https://doi.org/10.3233/SHTI260457
Macedo, M., Hecht, M., Saalfeld, S., Schreiweis, B., & Ulrich, H. (2026). GlobalMedQA: A Standardized Multilingual Dataset for Assessing Medical Knowledge in LLMs. Studies in Health Technology and Informatics. https://doi.org/10.3233/SHTI260188
Kharko, A., Blease, C., Hagström, J., Schreiweis, B., & Hägglund, M. (2026). Patient Rights to Correct Errors in the Electronic Health Record: Comparison of Legislation in Sweden, UK, and Germany. Studies in Health Technology and Informatics. https://doi.org/10.3233/SHTI260517
Bankole, J., Anywar, M., Heykendorf, J., Lütje, K., Riemenschneider, H., Rupp, J., Ross, P., & Schreiweis, B. (2026). Timely, AQL-Driven Clinical Cohort Identification in openEHR Infrastructures. Studies in Health Technology and Informatics. https://doi.org/10.3233/SHTI260415
Brandl, L., Kröner, S., Strotbaum, V., Grashof, R., Cenko, E., Kinast, B., & Schreiweis, B. (2026). ePA für alle – alles geklärt? Ergebnisse eines interdisziplinären Panels auf der GMDS-Jahrestagung 2025. GMS Medizinische Informatik, Biometrie Und Epidemiologie, 22, Doc07. (ddc:Medizin, Gesundheit). https://doi.org/10.3205/mibe000305
Schreiweis, B., Kinast, B., Ulrich, H., Bronsch, T., Kock-Schoppenhauer, A.-K., & Bergh, B. (2026). A Data-Centric Approach for Health Care and Research in a Health Knowledge Management Platform: Implementation and Requirement-Based Evaluation Study. JMIR Medical Informatics, 14(1), e83608. https://doi.org/10.2196/83608
Ulrich, H., Hendel, R., Bergh, B., & Schreiweis, B. (2026). Full-scale indexing and semantic annotation of CT imaging: boosting FAIRness. BMC Medical Informatics and Decision Making. https://doi.org/10.1186/s12911-026-03378-4
Bott, O. J., Egbert, N., Kröner, S., Rühlicke, S., Schreiweis, B., Strahwald, B., Strotbaum, V., & Wiesner, M. (2026). Wie wird die Datenspende zum Erfolgsmodell? Workshopbericht zu effektiven Kommunikations- und Vermittlungsstrategien für Bürger:innen und Patient:innen. https://journals.publisso.de/de/journals/mibe/volume22/mibe000299, (22). https://doi.org/10.3205/mibe000299
Tran, F., Bourgery, M., Eicker, N. N., Hinrichsen, F., Guggeis, M., Welz, L., Schreiweis, B., Aden, K., Rosenstiel, P., & Schreiber, S. W. (2026). P0229 Bowel urgency across inflammatory bowel disease phenotypes: A large real-world analysis reveals high symptom burden in ileal Crohn’s disease. Journal of Crohn’s and Colitis, 20(Supplement_1), jjaf231.410. https://doi.org/10.1093/ecco-jcc/jjaf231.410
Mejia, L., Bergh, B., & Schreiweis, B. (2025). Time for Clarity in Exploring the Evidence and Key Concepts of Human-Centered Design in Digital Health Care: Protocol for a Scoping Review. JMIR Research Protocols, 14(1), e74067. https://doi.org/10.2196/74067
Macedo, M., Wiedekopf, J., Hillmer, T., Schreiweis, B., Saalfeld, S., & Ulrich, H. (2025). From Text to Knowledge: An End-To-End Extraction Pipeline for Clinical Information. Studies in Health Technology and Informatics, 329, 1074–1078. https://doi.org/10.3233/SHTI251004
Bronsch, T., Anywar, M., Kinast, B., Ulrich, H., Macedo, M., Kruse, J., Behrend, P., & Schreiweis, B. (2025). Implementation of a Patient Consent Management at a German Medical Data Integration Center. Studies in Health Technology and Informatics, 329, 1626–1627. https://doi.org/10.3233/SHTI251134
Arshad, K., Ardalan, S., Schreiweis, B., & Bergh, B. (2025). Integrating an AI platform into clinical IT: BPMN processes for clinical AI model development. BMC Medical Informatics and Decision Making, 25(1), 243. https://doi.org/10.1186/s12911-025-03087-4
Felbel, D., Prüser, M., Schmidt, C., Schreiweis, B., Spicher, N., Rottbauer, W., Varghese, J., Zietzer, A., Störk, S., Dieterich, C., Krefting, D., Martens, E., Sedlmayr, M., Bongiovanni, D., Olivier, C. B., Lapp, H., Schmidt, H., Katzmann, J. L., Nensa, F., … the ACRIBiS Study Group. (2025). The “Advancing Cardiovascular Risk Identification with Structured Clinical Documentation and Biosignal Derived Phenotypes Synthesis” (ACRIBiS) Project – Conceptual Design, Project Planning, and First Implementation Experiences. European Heart Journal - Digital Health, ztaf075. https://doi.org/10.1093/ehjdh/ztaf075
Pobiruchin, M., Schreiweis, B., Bott, O. J., & Wiesner, M. (2025). ePA für alle – alles klar?! (GI-Radar). Gesellschaft für Informatik. https://gi-radar.de/378-die-epa-fuer-alle-ist-da/
Mejia, L., Bergh, B., & Schreiweis, B. (2025). Mind the Gap: Design Thinking and Human Centered Design for eHealth Applications - Insights from Vulnerable Populations in a Scoping Review. Studies in Health Technology and Informatics, 327, 426–427. https://doi.org/10.3233/SHTI250369
Kinast, B., Wiedekopf, J., Ulrich, H., & Schreiweis, B. (2025). Extracting LOINC Codes from a Laboratory Information System’s Index: Addressing Semantic Interoperability with Web Scraping. Studies in Health Technology and Informatics, 324, 234–239. https://doi.org/10.3233/SHTI250194
Kröner, S., Schreiweis, B., Strotbaum, V., Brandl, L. C., Pobiruchin, M., & Wiesner, M. (2025). Consumer perspectives on the national electronic health record and barriers to its adoption in Germany: does health policy require a change in communication? BMC Health Services Research, 25(1), 33. https://doi.org/10.1186/s12913-024-12175-6
Lehmann, H., Franzenburg, J., Qian, H., Bergh, B., & Schreiweis, B. (2024). Integration des Healthcare Embedded Biobanking in das Medizinische Datenintegrationszentrum des Universitätsklinikum Schleswig-Holstein. In 12. Nationales Biobanken-Symposium 2024 - Vernetztes Biobanking: Gemeinsam stark in die Zukunft (Vol. 12, pp. 211–216).
Schladetzky, J., Reimer, N., Nicolaus, H., Busch, H., Schreiweis, B., & Kock-Schoppenhauer, A.-K. (2024). Integration of Oncological Data into openEHR: A Path Towards Improved Cancer Care and Research. Studies in Health Technology and Informatics, 316, 1319–1323. https://doi.org/10.3233/SHTI240655
Anywar, M., Macedo, M., Pazmino, S., Bronsch, T., Kinast, B., Kock-Schoppenhauer, A.-K., & Schreiweis, B. (2024). Challenges and Lessons Learned in Mapping HL7 v2 Data to openEHR: Insights from UKSH Medical Data Integration Center. Studies in Health Technology and Informatics, 316, 1328–1332. https://doi.org/10.3233/SHTI240658
Arshad, K., Ardalan, S., Schreiweis, B., & Bergh, B. (2024). Leveraging Clinical Data Treasures: Integration of an AI Platform into Clinical IT. Studies in Health Technology and Informatics, 316, 1169–1173. https://doi.org/10.3233/SHTI240619
Hillmer, T., Riech, K., Gisch, S., Bergh, B., Schreiweis, B., & Ulrich, H. (2024). Advancing Healthcare Research Through Live-Data Integration: Implementing IEEE 11073 and FHIR in Clinical Environment. Studies in Health Technology and Informatics, 316, 1343–1347. https://doi.org/10.3233/SHTI240661
Kinast, B., Rohde, H., Anywar, M., Bronsch, T., Voran, J., Kreidl, F., Frank, D., & Schreiweis, B. (2024). Implementation of an Atrioventricular Valve Intervention Registry: Comparative Study of REDCap vs. CDR-Based openEHR Registry. Studies in Health Technology and Informatics, 316, 1069–1073. https://doi.org/10.3233/SHTI240595
Cheng, K. Y., Böhm, R., Bulin, C., Jandok, B., & Schreiweis, B. (2024). Quality Assessment Framework of Clinical Routine Data for Secondary Use. Studies in Health Technology and Informatics, 316, 100–104. https://doi.org/10.3233/SHTI240355
Albashiti, F., Thasler, R., Wendt, T., Bathelt, F., Reinecke, I., & Schreiweis, B. (2024). [Data integration centers-from a concept in the Medical Informatics Initiative to its local implementation in the Network of University Medicine]. Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz, 67(6), 629–636. https://doi.org/10.1007/s00103-024-03879-5
Heitmann, K., Pantazoglou, E., Schreiweis, B., Krieg, S., Kallfelz, M., Thole, H., Störk, S., Kampmann, A., Schug, S., Wahle, L., & Ortmann, S. (2024). Positionspapier Kardiologischer Basisdatensatz. https://doi.org/10.13140/RG.2.2.10719.27045
Heitmann, K., Pantazoglou, E., Schreiweis, B., Krieg, S., Kallfelz, M., Thole, H., Störk, S., Kampmann, A., Schug, S., Wahle, L., & Ortmann, S. (2024). Positionspapier Kardiologischer Basisdatensatz. InteropCouncil for digital health in Germany. https://www.ina.gematik.de/fileadmin/Dokumente/Positionspapier_Kardiologischer_Basisdatensatz_v1.01.pdf
Ulrich, H., Anywar, M., Kinast, B., & Schreiweis, B. (2024). Large-Scale Standardized Image Integration for Secondary Use Research Projects. Studies in Health Technology and Informatics, 310, 174–178. https://doi.org/10.3233/SHTI230950
Müller, D., Voran, J. C., Macedo, M., Hartmann, D., Lind, C., Frank, D., Schreiweis, B., Kramer, F., & Ulrich, H. (2024). Assessing Patient Health Dynamics by Comparative CT Analysis: An Automatic Approach to Organ and Body Feature Evaluation. Diagnostics, 14(23), 2760. https://doi.org/10.3390/diagnostics14232760
Bergh, B., Schreiweis, B., & Ulrich, H. (2024). Nachwuchsgruppe IMPETUS: Wie können Multimediaobjekte in ganzheitliche Wissensmanagementsysteme integretiert werden? (MIRACUM DIFUTURE Journal, pp. 74–75). https://www.miracum.org/files/2024/04/miracum_journal_n7.pdf
Schreiweis, B., Ammon, D., Sedlmayr, M., Albashiti, F., & Wendt, T. (2024). Datenintegrationszentren (DIZ) für eine bessere Vernetzung von Krankenversorgung und Forschung. In V. Henke, G. Hülsken, H. Schneider, & J. Varghese (Eds.), Health Data Management: Schlüsselfaktor für erfolgreiche Krankenhäuser (pp. 497–506). Springer Fachmedien. https://doi.org/10.1007/978-3-658-43236-2_42
Schreiweis, B., Ulrich, H., Lehmann, H., Kock-Schoppenhauer, A.-K., Kinast, B., & Bergh, B. (2024). Die Wissensmanagementplattform für Versorgung und Forschung am Universitätsklinikum Schleswig-Holstein – Ein Praxisbeispiel. In V. Henke, G. Hülsken, H. Schneider, & J. Varghese (Eds.), Health Data Management: Schlüsselfaktor für erfolgreiche Krankenhäuser (pp. 689–701). Springer Fachmedien. https://doi.org/10.1007/978-3-658-43236-2_58
Cheng, K. Y., Pazmino, S., Bergh, B., Lange-Hegermann, M., & Schreiweis, B. (2024). An Image Retrieval Pipeline in a Medical Data Integration Center. Stud Health Technol Inform, 310, 1388–1389. https://doi.org/10.3233/SHTI231208
Cheng, K. Y., Pazmino, S., Qian, H., Bergh, B., & Schreiweis, B. (2024). Structured Data Retrieval and Analysis of HL7 v2 Messages with Elasticsearch. Stud Health Technol Inform, 310, 1464–1465. https://doi.org/10.3233/SHTI231246
Andrikopoulou, E., Schreiweis, B., & Anywar, M. (2023). Interdisciplinary Teams in Health Informatics: Using FHIR Standards to Share Computable Knowledge. Studies in Health Technology and Informatics, 302, 541–545. https://doi.org/10.3233/SHTI230201
Kinast, B., Ulrich, H., Bergh, B., & Schreiweis, B. (2023). Functional Requirements for Medical Data Integration into Knowledge Management Environments: Requirements Elicitation Approach Based on Systematic Literature Analysis. Journal of Medical Internet Research, 25, e41344. https://doi.org/10.2196/41344
Mejia, L., Rademacher, A. V., Dördelmann, J., Bergh, B., Schewe, D. M., Frielitz, F.-S., & Schreiweis, B. (2022). Patient Journey Mapping: Does It Help Identifying Patient Needs for the Development of Digital Technologies in Healthcare? DocAbstr. 102. https://doi.org/10.3205/22gmds045
Bronsch, T., Bergh, B., & Schreiweis, B. (2022). Requirements Analysis for Core Medical Research IT Infrastructure Components: A Systematic Literature Analysis. DocAbstr. 194. https://doi.org/10.3205/22gmds021
Kinast, B., Lutz, M., & Schreiweis, B. (2022). Telemonitoring of real-world health data in cardiology: a systematic review. DocAbstr. 3. https://doi.org/10.3205/22gmds027
Fischer, S., Winter, A., Bergh, B., Strübing, A., Merzweiler, A., Bialke, M., Gött, R., Kaulke, K., & Stäubert, S. (2022). Anforderungen an die Modellierung von IT-Sicherheitszonen in 3LGM2. DocAbstr. 122. https://doi.org/10.3205/22gmds118
Brandl, L. C., Kröner, S., Pobiruchin, M., Schreiweis, B., Strotbaum, V., Woll, S., & Wiesner, M. (2022). ePA-Survey 2021: Bekanntheit, Bedarfe und Nutzung der elektronischen Patientenakte unter Versicherten in Deutschland. DocAbstr. 76. https://doi.org/10.3205/22gmds043
Arshad, K., Ardalan, S., Schreiweis, B., & Bergh, B. (2022). Integration of AI platforms with clinical IT: Process modelling for generic use cases. DocAbstr. 46. https://doi.org/10.3205/22gmds001
Cheng, K. Y., Pazmino, S., & Schreiweis, B. (2022). ETL Processes for Integrating Healthcare Data - Tools and Architecture Patterns. Stud Health Technol Inform, 299, 151–156. https://doi.org/10.3233/SHTI220974
Beß, A., Friedhoff, C., Brinkmann, W., Schmücker, P., Schreiweis, B., Matzerath, I., Berger, K., Weinhold, K., & Reiter, M. (2022). Health Data Management, Wissensgenerierung und Datenkompetenzpotenziale. In V. Henke, G. Hülsken, P.-M. Meier, & A. Beß (Eds.), Digitalstrategie im Krankenhaus: Einführung und Umsetzung von Datenkompetenz und Compliance (pp. 471–489). Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-36226-3_34
Bennett, A., Wiedekopf, J., Ulrich, H., & Johnson, A. (2022). MIMIC-IV Clinical Database Demo on FHIR. PhysioNet. https://doi.org/10.13026/2F5G-DH02
Anywar, M., Schreiweis, B., & Ulrich, H. (2022). Strategies and Recommendation for Data Loading of FHIR-Based Data Marts with Focus on GDPR Compliance. Stud Health Technol Inform, 298, 127–131. https://doi.org/10.3233/SHTI220921
Anywar, M., Pazmino, S., Cheng, K. Y., Petersen, N., Qian, H., Rottmann, F., Richter, T., Bronsch, T., Bergh, B., & Schreiweis, B. (2021). Mapping HL7v2 ORU and BAR Messages to openEHR Archetypes. DocAbstr. 100. https://doi.org/10.3205/21gmds025
Schreiweis, B., Brandner, A., & Bergh, B. (2021). Applicability of Different Electronic Record Types for Use in Patient Recruitment Support Systems: Comparative Analysis. JMIR Formative Research, 5(9). https://doi.org/10.2196/13790
Kinast, B., Lutz, M., & Schreiweis, B. (2021). Telemonitoring of Real-World Health Data in Cardiology: A Systematic Review. International Journal of Environmental Research and Public Health, 18(17), 9070. https://doi.org/10.3390/ijerph18179070

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