Felix Balzer

According to our database, Felix Balzer authored at least 28 papers between 2008 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Codebase-Memory: Tree-Sitter-Based Knowledge Graphs for LLM Code Exploration via MCP.

Martin Vogel, Falk Meyer-Eschenbach, Severin Kohler, Elias Grünewald, Felix Balzer

CoRR, March, 2026

2025

Trust is all you Need: Reinforcing the Patient-physician Bond in Times of AI.

Florian Reis, Moritz Reis, Norman Michael Drzeniek, Felix Balzer

J. Medical Syst., December, 2025

Exploring user experiences of clinicians engaged with the digital healthcare interventions across the referral and university teaching hospitals in Nigeria: a qualitative study.

Uchechukwu Solomon Onyeabor, Okechukwu Onwuasoigwe, Wilfred Okwudili Okenwa, Thorsten Schaaf, Niels Pinkwart, Felix Balzer

Frontiers Digit. Health, 2025

Beyond the Circuit. Evaluating the Impact of Social Robots in Pediatric Healthcare: Systematic Review.

Christine Knoll, Niklas Giesa, Sarah B. Blakeslee, Valerie Behrwind, Aimee Calepso, Anna Belardinelli, Felix Balzer, Katarina Braune

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2024

Interdisciplinary collaboration in critical care alarm research: A bibliometric analysis.

Louis Agha-Mir-Salim, Lucas McCullum, Enrico Dähnert, Yanick-Daniel Scheel, Ainsley Wilson, Marianne Carpio, Carmen Chan, Claudia Lo, Lindsay Maher, Corinna Dressler, Felix Balzer, Leo Anthony Celi, Akira-Sebastian Poncette, Michele M. Pelter

Int. J. Medical Informatics, January, 2024

A scalable approach for critical care data extraction and analysis in an academic medical center.

Sebastian Daniel Boie, Falk Meyer-Eschenbach, Fabian Schreiber, Niklas Giesa, Jon Barrenetxea, Camille Guinemer, Stefan Haufe, Michael Krämer, Peter Brunecker, Fabian Prasser, Felix Balzer

Int. J. Medical Informatics, 2024

GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV.

Niklas Giesa, Mert Akgül, Sebastian Daniel Boie, Felix Balzer

CoRR, 2024

Integrating FHIR and UMLS in an Intelligent Tutoring System.

Nicolas Frey, Nina Haffer, Lennart Vogelsang, Julian Sass, Sylvia Thun, Felix Balzer, Philipp Landgraf

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Key Research Areas for Building and Deploying a Common Data Model for an Intensive Medicine Data Space in Europe and Beyond.

Carlos Luis Parra Calderón, Kirsten Colpaert, Felix Balzer, Marc Cuggia, Denis Delamarre, Christel Daniel, Maxim Moinat, Jan van den Brand, Michel E. van Genderen, Lucas M. Fleuren, Christian Jung, Celia Álvarez-Romero

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Quality Assessment for Secondary Use of Imaging Trials.

Felix Balzer, Maria Bosserdt, Marc Dewey, Bernhard Föllmer, Heiko Tzschätzsch, Norman Zerbe, Dagmar Krefting

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Developing a Change Readiness Survey for Health Technology Implementation.

Louis Agha-Mir-Salim, Merve Mükerrem Sarica, Anne Rike Flint, Felix Balzer, Lina Katharina Mosch, Akira-Sebastian Poncette

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Undergraduate Degree in Medical Data Science: A Conceptual Framework.

Louis Agha-Mir-Salim, Susanne Michl, Felix Balzer

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

InterAgent on FHIR - Lessons Learned from Implementing an Intelligent Tutoring System with the Help of HL7 FHIR.

Nicolas Frey, Nina Haffer, Lennart Vogelsang, Julian Saß, Margaux Gatrio, Sylvia Thun, Felix Balzer, Martin Möckel, Philipp Landgraf

Proceedings of the German Medical Data Sciences 2024 - Health, 2024

2023

A statistical method for predicting quantitative variables in association rule mining.

Sedir Mohammed, Kerstin Rubarth, Sophie K. Piper, Fridtjof Schiefenhövel, Johann-Christoph Freytag, Felix Balzer, Sebastian Boie

Inf. Syst., September, 2023

2022

Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review.

Jonas Chromik, Sophie Anne Ines Klopfenstein, Bjarne Pfitzner, Zeena-Carola Sinno, Bert Arnrich, Felix Balzer, Akira-Sebastian Poncette

Frontiers Digit. Health, 2022

The Prediction of Fall Circumstances Among Patients in Clinical Care - A Retrospective Observational Study.

Sven Rehfeld, Matthias Schulte-Althoff, Fabian Schreiber, Daniel Fürstenau, Anatol-Fiete Näher, Armin Hauss, Charlotte Köhler, Felix Balzer

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Artificial Intelligence in Undergraduate Medical Education.

Lina Mosch, Louis Agha-Mir-Salim, Merve M. Sarica, Felix Balzer, Akira-Sebastian Poncette

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

MIMIC-IV as a Clinical Data Schema.

Niklas Giesa, Patrick Heeren, Sophie Klopfenstein, Anne Rike Flint, Louis Agha-Mir-Salim, Akira Poncette, Felix Balzer, Sebastian Boie

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Utilizing Intensive Care Alarms for Machine Learning.

Anne Rike Flint, Sophie Anne Ines Klopfenstein, Patrick Heeren, Felix Balzer, Akira-Sebastian Poncette

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Artificial Intelligence Competencies in Postgraduate Medical Training in Germany.

Louis Agha-Mir-Salim, Lina Mosch, Sophie Anne Ines Klopfenstein, Maximilian M. Wunderlich, Nicolas Frey, Akira-Sebastian Poncette, Felix Balzer

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Predictive Alarm Prevention by Forecasting Threshold Alarms at the Intensive Care Unit.

Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich

Proceedings of the Biomedical Engineering Systems and Technologies, 2022

Extracting Alarm Events from the MIMIC-III Clinical Database.

Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models.

Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2019

How to Overcome Barriers for the Implementation of New Information Technologies in Intensive Care Medicine.

Akira-Sebastian Poncette, Christian Meske, Lina Mosch, Felix Balzer

Proceedings of the Human Interface and the Management of Information. Information in Intelligent Systems, 2019

The Potential Role of Digital Nudging in the Digital Transformation of the Healthcare Industry.

Christian Meske, Ireti Amojo, Akira-Sebastian Poncette, Felix Balzer

Proceedings of the Design, User Experience, and Usability. Application Domains, 2019

Experiences from the National Demonstrator Study within the German Medical Informatics Initiative.

Thomas Ganslandt, Jannik Schaaf, Josef Schepers, Holger Storf, Felix Balzer, Silke Haferkamp, Robert Lodahl, Fabian Prasser, Ulrich Sax, Holger Stenzhorn, Hans-Ulrich Prokosch, Martin Boeker

Proceedings of the AMIA 2019, 2019

2015

Validating Algorithmic Optimization of Patient Allocation at Medical Schools: Which Patient is the Best Fit for Undergraduate Training?

Felix Balzer, Martin Dittmar, Olaf Ahlers, Niels Pinkwart

Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

2008

Identifikation anonymisierungsrelevanter Informationen in medizinischen Dokumenten (Identification of personally-identifying information in medical records)

Felix Balzer

PhD thesis, 2008