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Toward Interoperable Digital Medication Records on Fast Healthcare Interoperability Resources: Development and Technical Validation of a Minimal Core Dataset

Eduardo Salgado-Baez, Raphael Heidepriem, Renate Delucchi Danhier, Eugenia Rinaldi, Vishnu Ravi, Akira-Sebastian Poncette, Iris Dahlhaus, Daniel Fürstenau, Felix Balzer, Sylvia Thun, Julian Sass

JMIR Med Inform 2025;13:e64099

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Developing a Scalable Annotation Method for Large Datasets That Enhances Alarms With Actionability Data to Increase Informativeness: Mixed Methods Approach

As alarm logs are only stored locally in Philips’ central station for 90 days, these were regularly extracted using a USB stick; extensively processed by applying R scripts [34], which are partly based on R scripts by Poncette et al [35]; and imported into the database. We chose a mixed methods approach, blending quantitative strategies, data-driven as well as qualitative evidence-based strategies, and empirical strategies to inform the development process of our annotation guideline.

Sophie Anne Inès Klopfenstein, Anne Rike Flint, Patrick Heeren, Mona Prendke, Amin Chaoui, Thomas Ocker, Jonas Chromik, Bert Arnrich, Felix Balzer, Akira-Sebastian Poncette

J Med Internet Res 2025;27:e65961

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Alarm Management in Provisional COVID-19 Intensive Care Units: Retrospective Analysis and Recommendations for Future Pandemics

Maximilian Markus Wunderlich, Nicolas Frey, Sandro Amende-Wolf, Carl Hinrichs, Felix Balzer, Akira-Sebastian Poncette

JMIR Med Inform 2024;12:e58347

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Evaluating the Construct Validity of the Charité Alarm Fatigue Questionnaire using Confirmatory Factor Analysis

Maximilian Markus Wunderlich, Henning Krampe, Kristina Fuest, Dominik Leicht, Moriz Benedikt Probst, Julian Runge, Sebastian Schmid, Claudia Spies, Björn Weiß, Felix Balzer, Akira-Sebastian Poncette, Study Group, CAFQa Study Group Germany

JMIR Hum Factors 2024;11:e57658

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Alarm Management in Intensive Care: Qualitative Triangulation Study

Lina Mosch, Meltem Sümer, Anne Rike Flint, Markus Feufel, Felix Balzer, Frauke Mörike, Akira-Sebastian Poncette

JMIR Hum Factors 2024;11:e55571

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A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study

Elena Williams, Manuel Kienast, Evelyn Medawar, Janis Reinelt, Alberto Merola, Sophie Anne Ines Klopfenstein, Anne Rike Flint, Patrick Heeren, Akira-Sebastian Poncette, Felix Balzer, Julian Beimes, Paul von Bünau, Jonas Chromik, Bert Arnrich, Nico Scherf, Sebastian Niehaus

JMIR Med Inform 2023;11:e43847

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Creation of an Evidence-Based Implementation Framework for Digital Health Technology in the Intensive Care Unit: Qualitative Study

Results of the field research were published by Poncette et al [39]. For qualitative analysis, we applied a hybrid approach combining inductive and deductive coding elements, as described by Fereday and Muir-Cochrane [48]. First, the interview transcripts were analyzed using a thematic analysis approach, applying an inductive coding process, meaning that themes and codes were iteratively developed and applied to all transcripts [49].

Lina Katharina Mosch, Akira-Sebastian Poncette, Claudia Spies, Steffen Weber-Carstens, Monique Schieler, Henning Krampe, Felix Balzer