Cancer Patient Identification
Analyze pathology reports and identify positive cancer diagnoses in real-time so navigators can reach out sooner.

Deep Dive
Azra AI's Cancer Patient Identification module leverages advanced AI and natural language processing (NLP) to detect cancer diagnoses directly from pathology reports in real-time. Designed in collaboration with leading healthcare institutions, this module automates the manual process of casefinding, delivering accurate and immediate results. By reducing the time from diagnosis to treatment, this module not only improves patient outcomes but also enhances operational efficiency across your oncology service line.
How It Works
A streamlined process designed to deliver results from day one.
Ingest Pathology Reports
Our system ingests every single pathology report.
AI-Powered Detection
It uses cutting-edge AI and machine learning to detect positive cancer diagnoses in the report.
Classify and Filter
If there is a positive cancer diagnosis, the system identifies the cancer type. All non-cancerous reports are filtered out.
Populate Care Queue
Cancer-positive reports are immediately added to a Care Queue, a simple interface showing all positive diagnoses in order of priority and urgency.
Navigator Outreach
Navigators can then reach out to the patient and start coordinating care in real-time.
Tune Volume Controls
The Care Queue can be tuned to reduce or increase the volume of reports initially shown.
Key Benefits
Measurable improvements across your oncology service line.
Reduce Time to Contact and Navigate Patients
Enables first contact and navigator pathway entry within 24 hours of diagnosis.
Speed Up Treatment and Enhance Quality
Reduce time to treat, improving survivorship and treatment outcomes.
Improve Capacity of Navigators and Care Team
Augment navigators enabling them to handle larger caseloads.
Enhance Patient Retention and Experience
Real-time identification allows navigators to quickly engage with patients.
Reduce Leakage of Oncology Patients
Helps navigator teams find efficiencies, reducing patient leakage.
Boost Service Line Revenue
Early identification correlates to increased revenue through early treatment.
Ready to Transform Patient Management Across Your Health System?
See how Azra AI delivers structured, closed-loop workflows that ensure care moves from documentation to completed action across your enterprise.