Daniel Reichenpfader

• TI Machine Learning Management Platform: Support Maintenance and Development

• Bachelor program - Medical Informatics

• BFH-Diagonal

• Clinical apps for tablets

• Living Case II (Semester projects)

• BFH-Diagonal: Optimize your studies with genAI

• User-Centered Design (selected units)

• Clinical studies (selected units)

• Quality management in healthcare (selected units)

• Natural Language Processing

• Conversational User Interfaces / Health Chatbots

• Sentiment analysis of clinical narratives

• Scientific Topic Modelling

• AI for education

• 10/2020-08/2022 Research and Development Assistant Solgenium OG, Graz, AT
• 07/2020-09/2020 Intern - Integration and Customization Meierhofer Österreich GmbH, Graz, AT
• 12/2018-08/2019 Student Trainee AVL List GmbH, Graz, AT

• 2023-2027 PhD (Life Sciences) Université de Genève
• 2021 Exchange Semester Jönköping University, Jönköping, SE
• 2020-2022 MSc. (Information Management) FH JOANNEUM University of Applied Sciences, Graz, AT
• 2019 Exchange Semester BFH Bern University of Applied Sciences, Biel/Bienne, CH
• 2017-2020 BSc. (eHealth) FH JOANNEUM University of Applied Sciences, Graz, AT

• 2024: Basic course university teaching (2 ECTS)
• 2024: Certificate Agile Project Management: IPMA Level D (Agile Associate)

• 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

• 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., 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., & 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

• 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. (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., 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). 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. Sentiment analysis of clinical narratives: A scoping review. J Biomed Inform. 2023 Apr;140:104336. 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. Large language model-based information extraction from free-text radiology reports: a scoping review protocol. BMJ Open. 2023.

• Denecke K, Glauser R, Reichenpfader D. Assessing the Potential and Risks of AI-Based Tools in Higher Education: Results from an eSurvey and SWOT Analysis. Trends High. Educ. 2023.

• Gabarron E, Reichenpfader D, Denecke K. Exploring the Evolution of Social Media in Mental Health Interventions: A Mapping Review. Yearb Med Inform 2023; p. 152-157.

• 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>

• University Assembly: Representative of the mid-Level teaching and research staff for the Department of Engineering and Computer Science

• spm Swiss Project Management Association

• Swiss Society for Medical Informatics

• IMIA Working Group Participatory Health and Social Media

• ELRA Language Resources Association

Elective Module "Optimize your self-study with generative AI!"

Digital Audience Award

• German - Native or bilingual proficiency
• English - Full professional proficiency
• French - Professional working proficiency
• Italian - Elementary proficiency
• Swedish - Elementary proficiency

• Austria
• Sweden