- Integration
- DICOM CT input and module outputs to the parent software are described in the FDA package; test local PACS/RIS routing, identifiers, result return, and failure handling.
FDA source Exact FDA submission Checked 2026-09-04
- Deployment and data flow
- The FDA package describes either a cloud-based AWS analysis server or an on-premises hospital server; the installed mode, hosting contract, security boundary, and local qualification remain unverified.
FDA source Exact FDA submission Checked 2026-09-04
- Security and privacy
- Not established in reviewed sources
Reviewed sources checked Exact FDA submission Checked 2026-09-04
The FDA decision material does not establish the complete security posture for the exact product and deployment. Obtain architecture, identity, audit, encryption, retention, support-access, vulnerability-management, and incident-response evidence.
- Training and support
- Only trained physicians and qualified healthcare professionals who review quantitative ct measurements. should operate or interpret this product. Local onboarding must cover the exact release, supported population, limitations, failure examples, escalation, downtime, and competency documentation.
FDA source Exact FDA submission Checked 2026-09-04
- Monitoring and change control
- Monitor K252029 by exact software, hardware, model, and algorithm version; patient population; anatomy; protocol; operator; input quality; output edits or overrides; failed studies; repeat acquisition or rework; downstream impact; downtime; incidents; recalls; and updates. Track these product-specific limits: AI-CVD is not diagnostic interpretation or risk prediction. Except for the labeled CAC function, modules are not standalone; users must review and accept or reject results, and module-specific acquisition and body-region limits apply.
FDA source Exact FDA submission Checked 2026-09-04
Release and scope verification
Map the installed product, build, options, population, anatomy, inputs, outputs, and enabled functions to K252029 before acceptance.
exact submission · checked 2026-09-04 Later product-family features are not evidence that this cleared release includes them.
Deployment boundary
The FDA package describes either a cloud-based AWS analysis server or an on-premises hospital server; the installed mode, hosting contract, security boundary, and local qualification remain unverified.
exact submission · checked 2026-09-04 FDA-described deployment details do not establish current hosting contracts, security controls, uptime, or local qualification.
Interoperability acceptance
DICOM CT input and module outputs to the parent software are described in the FDA package; test local PACS/RIS routing, identifiers, result return, and failure handling.
exact submission · checked 2026-09-04 Test representative identifiers, orientation, geometry, measurements, units, routing, failure handling, and round trips locally.
Clinical acceptance
Use a signed local test set for the supported population and workflow. Include common and difficult cases, exclusions, acquisition variation, failed or low-quality inputs, reviewer overrides, and downstream effects. AI-CVD is not diagnostic interpretation or risk prediction. Except for the labeled CAC function, modules are not standalone; users must review and accept or reject results, and module-specific acquisition and body-region limits apply.
exact submission · checked 2026-09-04 Define stop-use, escalation, rollback, and revalidation triggers before production use.
Economic evaluation
Model capital and recurring cost against net staff time after review, throughput, repeat imaging or rework, infrastructure, training, service, downtime, upgrade, and replacement costs.
product family · checked 2026-09-04 No exact-product price or product-specific reimbursement was established in the reviewed public material.
Lifecycle monitoring
Monitor K252029 by exact software, hardware, model, and algorithm version; patient population; anatomy; protocol; operator; input quality; output edits or overrides; failed studies; repeat acquisition or rework; downstream impact; downtime; incidents; recalls; and updates. Track these product-specific limits: AI-CVD is not diagnostic interpretation or risk prediction. Except for the labeled CAC function, modules are not standalone; users must review and accept or reject results, and module-specific acquisition and body-region limits apply.
exact submission · checked 2026-09-04 Revalidate after material software, hardware, model, protocol, interface, or clinical-policy changes.