Medical records processing · Production

Aidoc's image-based and text-based AI for brain aneurysm detection and patient follow-up management

The problem

An estimated 6.8 million people in the U.S. have an unruptured brain aneurysm, with 30,000 ruptures annually, half of which are fatal, creating an unmet clinical need for faster triage, effective treatment decisions, and reliable long-term patient follow-up.

Workflow diagram · grounded in source
1
Image-based aneurysm detection
ai_action
“Aidoc uses image-based AI to identify suspected brain aneurysms on head CTA scans”
2
Incidental pathology capture
ai_action
“aiOS™ is an optimal solution for unexpected brain aneurysm identification as it automatically deploys appropriate algorithms to capture both expected and unexpected pathologies”
3
Clinician triage review
human_review
“Review Suspected Brain Aneurysm Findings View Dynamic EHR Clinical Information Access Full Radiology Reports”
4
Radiology report text mining
ai_action
“The solution runs on text-based AI to mine radiology reports, provide clinical context and prompt clinics to schedule necessary follow-up visits seamlessly”
5
FHIR-integrated EHR access
integration
“Work efficiently with EHR clinical context using Aidoc's FHIR integration”
6
Care path continuation
output
“Move patients along care path to ensure continuation of care and follow-up”
Reported outcome

Aidoc's platform enables healthcare providers to improve follow-up adherence and retain patients in aneurysm clinics, with image-based AI empowering care teams to improve triage and text-based AI ensuring patients are identified, captured, and followed.

Reported metrics
unruptured brain aneurysm prevalence (U.S.)6.8 million
annual ruptures (U.S.)30,000
Rupture fatality ratehalf of which are fatal
Reported stack
aiOS™
Source
https://www.aidoc.com/solutions/neuro/brain-aneurysm/
Read source ↗

Frequently asked questions

What did this team achieve with this AI workflow?

Aidoc's platform enables healthcare providers to improve follow-up adherence and retain patients in aneurysm clinics, with image-based AI empowering care teams to improve triage and text-based AI ensuring patients are…

What tools did this team use?

aiOS™.

What results were reported?

unruptured brain aneurysm prevalence (U.S.): 6.8 million; annual ruptures (U.S.): 30,000; Rupture fatality rate: half of which are fatal (source-reported, not independently verified).

How is this medical records processing AI workflow structured?

Image-based aneurysm detection → Incidental pathology capture → Clinician triage review → Radiology report text mining → FHIR-integrated EHR access → Care path continuation.

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