Projects
The SMART Trial
Our flagship clinical study investigating AI-assisted decision support in acute trauma management. The trial is designed to demonstrate measurable improvements in diagnostic accuracy and treatment efficiency within real clinical workflows.
Team: M. Breitwieser, P. Marko, F. Wichlas, C. Deininger, and collaborators
AI-Assisted Fracture Detection — Physician Acceptance Study
Cross-disciplinary analysis of physician acceptance of AI in fracture detection using the Unified Theory of Acceptance and Use of Technology (UTAUT) model. Surveyed across orthopaedic surgery, pediatric surgery, and radiology departments.
Team: M. Breitwieser, S. Zirknitzer, K. Poslusny, T. Freude, P. Marko, and collaborators Publication: Diagnostics 2025
CVC Imaging — Value-Based Medicine
Two complementary studies re-evaluating routine imaging after central venous catheter procedures. Combining NLP-driven analysis of pneumothorax incidence with cost-effectiveness modelling to support evidence-based imaging protocols.
Team: M. Breitwieser, V. Moore, T. Wiesner, F. Wichlas, C. Deininger Publications: Diagnostics 2024 · JCM 2025
Additional projects will be listed as they receive approval for public disclosure.