Research

2026

1. The consensus-based CINEX guideline for reporting clinical information extraction studies

   Journal article · Journal of the American Medical Informatics Association
   1citation
2. Detecting Suicidal Ideation Signals in Synthetic Conversations with an LLM-Based Mental Health Chatbot: Experimental study

   Journal article · Journal of Technology in Behavioral Science
   1citation
3. RadEx: A Framework for Structured Information Extraction from Radiology Reports Based on Large Language Models

   Book chapter · Studies in Health Technology and Informatics
   1citation
4. Semantic retrieval-augmented translation for radiology reports using small language models: Algorithm development and evaluation

   Journal article · GMS Medizinische Informatik, Biometrie und Epidemiologie
5. An Ensemble-Based Approach to Validating AI-Generated Clinical Discharge Summaries

   Conference paper · Proceedings - IEEE Symposium on Computer-Based Medical Systems
   0citations
6. Design and Evaluation of an Open-Source, Locally Deployed Chatbot System for Higher Education

   Book chapter · Lecture notes in computer science
   0citations

2025

1. Scientific Evidence for Clinical Text Summarization Using Large Language Models: Scoping Review

   Journal article · Journal of Medical Internet Research
   84citations
2. Large Language Model–Based Patient Simulation to Foster Communication Skills in Health Care Professionals: User-Centered Development and Usability Study

   Journal article · JMIR Medical Education
   29citations
3. Enhancing Bidirectional Encoder Representations From Transformers (BERT) With Frame Semantics to Extract Clinically Relevant Information From German Mammography Reports: Algorithm Development and Validation

   Journal article · Journal of Medical Internet Research
   4citations
4. Opportunities, Requirements, and Risks of a Student Mental Health Chatbot: A Qualitative User-Centered, Multi-Method Approach

   Book chapter · Studies in Health Technology and Informatics
   3citations
5. Improving the Reporting Quality of Studies on Information Extraction From Clinical Texts: Protocol for the Development of a Consensus-Based Reporting Guideline

   Journal article · JMIR Research Protocols
   2citations
6. User-Centered Design of Mica, a Mental Health App Supporting Students in Higher Education

   Book chapter · Studies in Health Technology and Informatics
   0citations
7. Swiss-Mammo: A physician-written, synthetic dataset of German mammography reports

   Dataset
8. Protocol for a Consensus-based Reporting Guideline for Studies on Information Extraction from Clinical Texts (CINEX) (Preprint)

   Preprint
   0citations

2024

1. A scoping review of large language model based approaches for information extraction from radiology reports

   Journal article · npj Digital Medicine
   97citations
2. Large Language Model-Based Evaluation of Medical Question Answering Systems: Algorithm Development and Case Study

   Book chapter · dHealth 2024
   11citations
3. How to Consider Health Literacy in Digital Health Interventions?

   Book chapter · Communications in computer and information science
   4citations
4. Person-based design and evaluation of MIA, a digital medical interview assistant for radiology

   Journal article · Frontiers in Artificial Intelligence
   3citations
5. Preparing for Hospital at Home: A Review of the Current Landscape of Training Practices

   Book chapter · Studies in health technology and informatics
   2citations
6. Towards a Reporting Guideline for Studies on Information Extraction from Clinical Texts

   Book chapter · Studies in health technology and informatics
   2citations
7. Success Factors for Usability Testing of Digital Health Solutions

   Book chapter · Studies in health technology and informatics
   1citation
8. Simulating Diverse Patient Populations Using Patient Vignettes and Large Language Models

   Conference paper · Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024

2023

1. Sentiment analysis of clinical narratives: A scoping review

   Journal article · Journal of Biomedical Informatics
   83citations
2. Assessing the Potential and Risks of AI-Based Tools in Higher Education: Results from an eSurvey and SWOT Analysis

   Journal article · Trends in Higher Education
   45citations
3. What Do Autistic People Discuss on Twitter? An Approach Using BERTopic Modelling

   Book chapter · Caring is Sharing – Exploiting the Value in Data for Health and Innovation
   17citations
4. Designing a Digital Medical Interview Assistant for Radiology

   Book chapter · dHealth 2023
   10citations
5. Exploring the Evolution of Social Media in Mental Health Interventions: A Mapping Review

   Journal article · Yearbook of Medical Informatics
   9citations
6. Large language model-based information extraction from free-text radiology reports: a scoping review protocol

   Preprint · medRxiv
   4citations
7. User-Centered Design of a Speech-Based Application to Support Caregivers

   Book chapter · Studies in health technology and informatics
   1citation

2022

1. Digitizing the ECG Workflow – A State-of-the-Art Analysis

   Journal article · Studies in Health Technology and Informatics
   2citations

2021

1. Requirements and Architecture of a Cloud Based Insomnia Therapy and Diagnosis Platform: A Smart Cities Approach

   Journal article · Smart Cities
   8citations

2020

1. Assessing and Improving the Usability of the Medical Data Models Portal

   Journal article · Studies in Health Technology and Informatics
   10citations