Clinical AI Integration

An engineering discipline focused on deeply embedding AI model capabilities into existing healthcare information systems, clinical workflows, and compliance frameworks. Core challenges include data ingestion, workflow embedding, and the delineation of responsibility boundaries between AI outputs and clinical decision-making.