From Coordination to Personalization: A Trust-Aware Simulation Framework for AI-Driven Personalized Decision Support in Emergency Departments
Zoi Lygizou, Dimitris Kalles, Jianyong Wang · 2025
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Description
Zoi Lygizou and Dimitris Kalles build a trust-aware simulation for emergency department staffing in a study from 2025. Emergency rooms juggle clashing needs: many patients, mixed skills, constant change. Assigning the right clinician to the right task is a daily puzzle.
Their framework, built in the Unity 3D platform, casts doctors and nurses as software agents. Each agent weighs its own competence against a patient's needs before taking a task. Computational trust scores guide who coordinates with whom. Managers can watch workflow and resource use shift in real time. The goal is care fitted to the person, not just the queue. Simulation lets hospitals rehearse chaos safely.
Catalog record
| CREATOR | Zoi Lygizou, Dimitris Kalles, Jianyong Wang |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 77 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |