Multi-agent Clinical Decision Support System using Case-Based Reasoning

Developed multi-agent clinical decision support system (CDSS) for diagnosing diseases, which consists of three high-level modules: interface module, execution module and knowledge module. The system is implemented on the basis of synergy between multi-agent systems (MAS) and Case-Based Reasoning (CBR), which allows increasing the efficiency of implementation of mechanisms of training and adaptation to the characteristics of patients. MAS agents are intelligent and are complex software systems that have the ability to adapt to a specific circumstance that causes a change in their behavior or characteristics, to ensure the ability to adapt and solve the problem before them. Test studies were conducted to determine the diagnosis of heart disease, which showed the ability of the proposed CDSS and the possibility of its use for decision-making in real conditions.