Patient Education Personalization Dashboard

The Patient Education Personalization Dashboard integrates AI functionality at its core, featuring:

1. AI Insights Panel

   • Shows AI-generated recommendations based on patient data analysis, highlighting priority patients, content effectiveness, and time savings metrics.

2. Personalized Patient Cards

   • Displays patients prioritized by the AI system with specific, personalized recommendations for each patient based on their upcoming procedures, preferences, and health literacy levels.

3. Analytics Section

   • Features charts showing comprehension rates by format type and engagement trends, with AI-generated recommendations based on pattern analysis.

4. Personalization Controls

   • Allows customization of AI parameters including default health literacy levels, content depth, translation settings, and priority thresholds.

5. Key AI features incorporated:

   • Automatic patient prioritization based on upcoming procedures
   • Content format recommendations tailored to individual learning styles
   • Language and cultural adaptation suggestions
   • Reading level adjustments based on health literacy assessments
   • Effectiveness tracking with data-driven improvement suggestions

The dashboard is designed to help healthcare providers quickly identify which patients need personalized education materials and what type of materials would be most effective for each patient's unique situation.