Release and scope verification
Map the installed model, build, options, population, anatomy, inputs, and outputs to K182901 before acceptance.
exact submission · checked 2026-09-03 Later product-family features are not evidence that this cleared release includes them.
Interoperability acceptance
Installed scanner reconstruction and DICOM workflow; validate protocol, matrix, reconstruction label, quantitative values, PACS presentation, and downstream compatibility.
exact submission · checked 2026-09-03 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. AiCE is limited in K182901 to abdomen and pelvis, despite whole-body use of other reconstruction methods. Reported phantom improvements at matched dose do not establish dose reduction, diagnostic accuracy, or patient outcomes for every protocol.
exact submission · checked 2026-09-03 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, room time, consumables, infrastructure, training, service, downtime, upgrade, and replacement costs.
product family · checked 2026-09-03 Vendor productivity claims are scenario inputs, not guaranteed local savings.
Lifecycle monitoring
Monitor by exact hardware, software and model 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 the limits that matter for this product: AiCE is limited in K182901 to abdomen and pelvis, despite whole-body use of other reconstruction methods. Reported phantom improvements at matched dose do not establish dose reduction, diagnostic accuracy, or patient outcomes for every protocol.
exact submission · checked 2026-09-03 Revalidate after material software, hardware, model, protocol, interface, or clinical-policy changes.