AAA Screening Program Dashboard
Automated identification and scheduling of abdominal aortic aneurysm screening per USPSTF guidelines — males ≥65, current or former smokers. Voythos NLP crawls EHR to find eligible patients and manages follow-up.
Patient Screening Funnel
USPSTF criteria applied to hospital population
296 patients eligible for automated abdominal US scheduling. Voythos NLP continuously monitors new patients entering the criteria window.
Screening Outcomes
Current cohort status breakdown
Identified Patients
Patients found via NLP-based EHR crawl matching USPSTF screening criteria
| Patient | Age | Smoking | Status | Diameter | Risk | |
|---|---|---|---|---|---|---|
Robert M.PT-10482 | 72 | Former (28 pk-yrs) | Aneurysm Found | 4.2 cm | Moderate | |
James T.PT-10917 | 68 | Current | Aneurysm Found | 5.1 cm | High | |
William K.PT-11203 | 74 | Former (15 pk-yrs) | Completed | — | Low | |
Thomas R.PT-11456 | 66 | Current | Follow-up Due | — | Moderate | |
Harold S.PT-11789 | 71 | Former (32 pk-yrs) | Scheduled | — | — | |
George D.PT-12034 | 77 | Current | Aneurysm Found | 4.8 cm | High | |
Richard B.PT-12287 | 69 | Former (20 pk-yrs) | Completed | — | Low | |
Charles L.PT-12541 | 73 | Current | Follow-up Due | 3.6 cm | Moderate |
Monthly Patient Identification & Follow-up
2025 program activity
Projected Patient Growth
Cumulative patients — actual vs. projected
Revenue Impact
Generated revenue from screening program (simulated)
Revenue generated through increased screening volume, reduced lost-to-follow-up, and early detection enabling timely surgical intervention.
Clinical Impact Summary
Key outcomes from the automated screening program
Estimated based on 5 aneurysms found at sub-threshold diameters, entering surveillance before rupture risk.
7 patients brought back for overdue follow-up through automated scheduling reminders.
Abdominal US and follow-up appointments scheduled automatically without manual chart review.
Of eligible males ≥65 with smoking history now have screening on record or scheduled.
How Voythos Automated Screening Works
End-to-end pipeline from patient identification to follow-up management
Continuously scans EHR for males ≥65, current/former smokers, without AAA CPT code or scheduled abdominal US.
Eligible patients surface for surgeon approval. Batch or individual screening orders generated automatically.
Approved patients receive automated SMS with available appointment times. Responses are tracked in real-time.
Screening results analyzed. Aneurysms enter growth monitoring with predictive models. No patient lost to follow-up.