Delirium DynamiX harnesses high-resolution USZ ICU data with on-prem LLMs and novel time-series Additive Bayesian Networks. This interpretable modeling of dynamic causal chains enables earlier delirium detection, targeted interventions, external validation, a co-designed dashboard, and a clinical pilot aiming at ≥20% fewer missed delirium-days.
Team
Dr. Dr. Georg Spinner, ZHAW Life Sciences und Facility Management
Prof. Dr. Reinhard Furrer, UZH Department of Mathematical Modeling and Machine Learning
Dr. Jan Bartussek, UZH / USZ Institut für Intensivmedizin
Prof. Dr. Anna Lisa Martin-Niedecken, ZHdK Institut für Designforschung
Practice partner
Dr. Jutta Ernst, USZ Zentrum Klinische Pflegewissenschaft
Dr. Jonas Liechti, T4D
Running time: 2026-2029