System Administration & Configuration

The System Administration & Configuration section of the Clinical Trial Documentation Management System.

1. AI Model Management section showing:

   • Active AI models with performance metrics
   • Model types including DEfRAG (Document Extraction) and D3R (Natural Language Query)
   • Performance tracking with accuracy percentages and improvement metrics
   • Training configuration options with domain adaptation controls

2. Domain-Specific Terminology Management:

   • Clinical trial terminology library with recognition accuracy metrics
   • Interface for adding and editing specialized medical and research terms
   • Synonym management for improved document recognition
   • Categorization by different domains (Safety, Protocol, Drug, etc)

3. Domain-Specific Terminology Management:

   • Clinical trial terminology library with recognition accuracy metrics
   • Interface for adding and editing specialized medical and research terms
   • Synonym management for improved document recognition
   • Categorization by different domains (Safety, Protocol, Drug, Oncology)
   • Pagination controls for navigating large terminology sets

4. AI System Activity Monitoring:

   • Real-time logging of AI system activities
   • Visual indicators for different event types (successful operations, warnings, alerts)
   • Timestamp tracking for all system events
   • Detailed descriptions of model training, evaluations, and performance alerts
   • Option to view complete activity history

5. System Status Dashboard:

   • Real-time monitoring of all system components
   • Resource utilization metrics (CPU, memory, storage)
   • Visual indicators for operational status
   • Performance threshold monitoring

6. AI Training Configuration:

   • Model type selection (Document Extraction, Natural Language Query, etc.)
   • Training dataset options including specialized datasets for specific domains
   • Validation split configuration for model training
   • Domain adaptation controls for terminology learning
   • Performance optimization settings
   • Training schedule options to manage resource utilization

This administration interface provides comprehensive control over the AI components that power the Clinical Trial Documentation Management System. The design emphasizes monitoring model performance, managing domain-specific terminology, and configuring AI training parameters to optimize document processing capabilities.