Tracking which AI models are used to support decisions in healthcare when patients are involved is crucial for ensuring accountability and transparency in medical practices. It enables healthcare providers to evaluate the effectiveness and accuracy of AI recommendations, ensuring that patient care is optimized and tailored to individual needs.

An AI Agent can assist in various Healthcare Roles during multiple Patient Encounters. Likewise, within a single Patient Encounter, an AI Agent may support more than one Healthcare Role, and multiple AI Agents might assist in a specific Healthcare Role during a particular Patient Encounter. Each combination of AI Agent, Healthcare Role, and Patient Encounter is unique and occurs only once per encounter. This distinct combination of Patient Encounter, AI Agent, and Healthcare Role is the preferred identification method for the AI_Role_Encounter entity.

Based on the “Final Report of the Roundtable on Artificial Intelligence in Healthcare” Final-Report-of-the-Roundtable-on-Artificial-Intelligence-in-Healthcare.pdf