Integration Dashboard

The Medical Records Integration feature highlights AI as the key component.

Key AI-Focused Elements

1. AI Integration Assistant

   • Prominently featured at the top with:
   • System recommendations using AI analysis
   • Anomaly detection capabilities
   • Data quality improvements through machine learning
   • Natural language query interface

2. DEfRAG + D3R Technology Showcase

   • Document Extraction, Feature Recognition and Generation (DEfRAG) highlighted
   • Dynamic Dialogue-Driven Retrieval (D3R) analytics section
   • AI-powered pattern recognition in query processing

3. AI Insights Panel

   • Machine learning-derived usage patterns
   • Data quality metrics from the AI system
   • Security analysis provided by AI monitoring

4. Natural Language Query Analysis

   • Tracking of natural language queries across systems
   • Performance metrics for AI-powered queries
   • Success rates and optimization opportunities

5. Dashboard Sections

   • Integration Health - Real-time monitoring of all connected systems
   • Quick Stats - Key performance metrics at a glance
   • Recent Activity - Timeline of system events and AI model updates
   • AI-Powered Search Analytics - Visual representation of query patterns
   • D3R Query Intelligence - Popular natural language queries and their performance

The dashboard is specifically designed to showcase how AI powers the integration with AGFA PACS and other healthcare systems, with visual elements that make the AI capabilities intuitive and accessible to healthcare professionals.