AI-Powered Medical Records Integration Insights
Your DEfRAG + D3R powered integration intelligence center
AI suggests indexing optimization for Epic connector to improve response time by 42%
Unusual access pattern detected from Radiology department. Review details
Patient matching confidence improved to 99.7% with latest machine learning model
AI analysis shows peak usage between 9-11 AM. Consider optimizing cache refreshes before 8 AM.
20% improvement in patient matching accuracy after latest algorithm update.
No suspicious access patterns detected in the last 30 days.
Successfully synchronized 124 new study records
Dr. Sarah Johnson added to Radiology Department group
Laboratory System connector experiencing increased latency
Patient matching model updated with improved accuracy
Dynamic Dialogue-Driven Retrieval Analytics
| Popular Query | Systems Accessed | Avg Response Time | Success Rate | Actions |
|---|---|---|---|---|
|
"Show patient's last two imaging studies"
Used 428 times this week
|
AGFA PACS
Epic
|
1.4s
↓ 0.2s
|
|
|
|
"Patient's lab results from the last month"
Used 352 times this week
|
Lab System
Epic
|
2.1s
↑ 0.3s
|
|
|
|
"Show all studies with contrast from past year"
Used 289 times this week
|
AGFA PACS
|
0.9s
↓ 0.1s
|
|