Daniel Reichenpfader

• TI Machine Learning Management Platform: Support Wartung und Weiterentwicklung

• Bachelor-Studiengang Medizininformatik

• BFH-Diagonal

• Klinische Apps für Tablets

• Living Case II (Semester-Projekte)

• BFH-Diagonal: Optimiere dein Selbststudium mit GenAI

• Klinische Studien (punktueller Einsatz)

• Qualitätsmanagement im Gesundheitswesen (punktueller Einsatz)

• User-Centered Design (punktueller Einsatz)

• Medizinische Computerlinguistik (Natural Language Processing)

• Medizinische Chatbots

• Sentimentanalyse klinischer Daten

• Wissenschaftliches Topic Modelling

• Künstliche Intelligenz in der Hochschulbildung

• 10/2020-08/2022 F&E-Assistent Solgenium OG, Graz, AT
• 07/2020-09/2020 Praktikant Integration und Customising Meierhofer Österreich GmbH, Graz, AT
• 12/2018-08/2019 Student Trainee AVL List GmbH, Graz, AT

• 2023-2027 PhD (Life Sciences) Université de Genève
• 2020-2022 MSc. (Informationsmanagement) FH JOANNEUM, Graz, AT
• 2021 Austauschsemester Jönköping University, Jönköping, SE
• 2017-2020 BSc. (eHealth) FH JOANNEUM, Graz, AT
• 2019 Austauschsemester BFH Berner Fachhochschule, Biel/Bienne, CH

• 2024: Zertifikat agiles Projektmanagement: IPMA Level D (Agile Associate)
• 2024: Kompaktkurs Hochschuldidaktik (2 ECTS)

• Reichenpfader, D., Rösslhuemer, P., & Denecke, K. (2024). Large Language Model-Based Evaluation of Medical Question Answering Systems: Algorithm Development and Case Study (Vol. 313). IOS Press. https://doi.org/10.24451/arbor.21853

• Reichenpfader, D., & Denecke, K. (2024). Towards a Reporting Guideline for Studies on Information Extraction from Clinical Texts (J. Mantas, A. Hasman, G. Demiris, K. Saranto, M. Marschollek, T. N. Arvanitis, I. Ognjanović, A. Benis, P. Gallos, E. Zoulias, & E. Adrikopoulou, Eds.; Vol. 316). IOS Press. https://doi.org/10.24451/arbor.22404

• Reichenpfader, D., Rivera-Romero, O., & Denecke, K. (2024). Success Factors for Usability Testing of Digital Health Solutions (J. Mantas, A. Hasman, G. Demiris, K. Saranto, M. Marschollek, T. N. Arvanitis, I. Ognjanović, A. Benis, P. Gallos, E. Zoulias, & E. Andrikopoulou, Eds.; Vol. 316). IOS Press. https://doi.org/10.24451/arbor.22402

• Reichenpfader, D., Müller, H., & Denecke, K. (2024). A scoping review of large language model based approaches for information extraction from radiology reports. In npj Digital Medicine (Vol. 7, Issue 1). Springer Nature. https://doi.org/10.24451/arbor.22416

• Denecke, K., & Reichenpfader, D. (2024). Simulating diverse patient populations using patient vignettes and large language models. In Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024. ELRA, ICCL. https://doi.org/10.24451/arbor.21921

• Denecke, K., Reichenpfader, D., Willi, D., Kennel, K., Bonel, H., Nairz, K., Cihoric, N., Papaux, D., & von Tengg-Kobligk, H. (2024). Person-based design and evaluation of MIA, a digital medical interview assistant for radiology. In Frontiers in Artificial Intelligence (Vol. 7). Frontiers Research Foundation. https://doi.org/10.24451/arbor.22318

• Denecke, K., & Reichenpfader, D. (2024). Preparing for Hospital at Home: A Review of the Current Landscape of Training Practices. In Collaboration across Disciplines for the Health of People, Animals and Ecosystems (pp. 48–52). IOS Press.

• Denecke, K., Kaufmann, B., Reichenpfader, D., & Petersen, C. (2024). How to Consider Health Literacy in Digital Health Interventions? In C. Stephanidis, M. Antona, S. Ntoa, & G. Salvendy (Eds.), HCI International 2024 Posters (Vol. 2119, pp. 259–267). Springer Nature Switzerland.

• Denecke K, Reichenpfader D. Sentiment analysis of clinical narratives: A scoping review. J Biomed Inform. 2023 Apr;140:104336. doi: 10.1016/j.jbi.2023.104336. Epub 2023 Mar 22. PMID: 36958461.

• Denecke K, Cihoric N, Reichenpfader D. Designing a Digital Medical Interview Assistant for Radiology. In: dHealth 2023. IOS Press; 2023. p. 60–6.

• Reichenpfader D, Gira M. User-Centered Design of a Speech-Based Application to Support Caregivers. In: Caring is Sharing – Exploiting the Value in Data for Health and Innovation. IOS Press; 2023. p. 778–82.

• Gabarron E, Dorronzoro E, Reichenpfader D, Denecke K. What Do Autistic People Discuss on Twitter? An Approach Using BERTopic Modelling. In: Caring is Sharing – Exploiting the Value in Data for Health and Innovation. IOS Press; 2023. p. 403–7.

• Reichenpfader, D., Müller, H., & Denecke, K. (2023). Large language model-based information extraction from free-text radiology reports: a scoping review protocol. In BMJ Open (Vol. 13, Issue 12). BMJ. https://doi.org/10.24451/arbor.20687

• Denecke, K., Glauser, R. P., & Reichenpfader, D. (2023). Assessing the Potential and Risks of AI-Based Tools in Higher Education: Results from an eSurvey and SWOT Analysis. In Trends in Higher Education (Vol. 2, Issue 4). https://doi.org/10.24451/arbor.20627

• Reichenpfader, D., Abu Baker, M., & Bürkle, T. (2022). Digitizing the ECG Workflow - A State-of-the-Art Analysis. Studies in health technology and informatics, 292, 81–84. https://doi.org/10.3233/SHTI220327

• Reichenpfader, D., & Hanke, S. (2021). Requirements and Architecture of a Cloud Based Insomnia Therapy and Diagnosis Platform: A Smart Cities Approach. Smart Cities, 4(4), 1316–1336. https://doi.org/10.3390/smartcities4040070

• Reichenpfader, Daniel; Glauser, Robin Paul; Dugas, Martin; Denecke, Kerstin (2020). Assessing and Improving the Usability of the Medical Data Models Portal Studies in health technology and informatics, 271, pp. 199-206. IOS Press 10.3233/SHTI200097 <http://dx.doi.org/10.3233/SHTI200097>

• Hochschulversammlung: Delegierter (Mittelbau) des Departements Technik und Informatik

• Schweizerische Gesellschaft für Projektmanagement

• Schweizerische Gesellschaft für Medizinische Informatik

• IMIA Working Group Participatory Health and Social Media

• ELRA Language Resources Association

Prämierung des Diagonalmoduls "Optimiere dein Selbststudium mit generativer KI!"

Digital Audience Award

• Deutsch - Muttersprache oder zweisprachig
• Englisch - Verhandlungssicher
• Französisch - Konversationssicher
• Schwedisch - Grundkenntnisse
• Italienisch - Grundkenntnisse

• Österreich
• Schweden