Post-processing segmentation, quantification, and reporting of brain signal hyperintensities on T2w FLAIR and T1w post-contrast MRI; not detection or specific disease diagnosis.
Evidence status: each field states its source quality, applicability, and review date. Research pending, information not established, and vendor documentation pending remain distinct outcomes.
Clinical details
What this tool is for
Start with the authorized purpose, then verify how it fits your service line and reading workflow.
Exact purpose
Post-processing segmentation, quantification, and reporting of brain signal hyperintensities on T2w FLAIR and T1w post-contrast MRI; not detection or specific disease diagnosis.
DICOM T2w FLAIR and T1w post-contrast brain MR images from adults aged 21 and above; pediatric patients and patients after brain tumor or other resection surgery are contraindicated.
DICOM Secondary Capture series with segmentation overlays and total hyperintensity volumes, a DICOM Encapsulated PDF report, and a DICOM SR summarizing volume measurements; outputs are intended for DICOM workstations and PACS.
Not intended for detection or specific diagnosis of disease or for detection of signal hyperintensities. It must not replace full MRI evaluation or physician decisions. Contraindicated for pediatric patients and patients who have undergone brain tumor or other resection surgery.
The FDA listing establishes the regulatory identity. It does not by itself establish local workflow fit, pricing, security, or performance in your environment.
Use these fields to structure a vendor demo, security review, and implementation estimate.
Integration
The device accepts DICOM input and produces DICOM output that can be displayed on most third-party DICOM workstations and PACS. It is packaged as a computing appliance with DICOM file transfer, does not require a user interface after installation, and reports processing errors in output series reports or system logs; exact local interfaces are not established.
Deployment category preserved from the prior exact-submission review; hosting region, data flow, and current commercial configuration still require vendor confirmation.
ACR AI Central provides an exact-submission model card for GBrain MRI; FDA labeling remains controlling for clinical use, limitations, and performance.
Metrics are shown only when they are tied to a source, endpoint, population, and tested product version. Candidate literature without exact product and version linkage is not shown as product evidence.
Evidence summary
FDA performance testing compared software segmentations with a STAPLE consensus of three expert neuroradiologist segmentations. Contrast-enhancement validation used 131 cases from four hospital systems. The lower bound of the 95% CI for volume-measurement R2 was 0.94, the lower bound for DICE was 0.81, and reproducibility testing showed R2 of 0.92; the packet also reports size- and brightness-stratified R2/median-DICE results.
No contextualized exact-version metric has completed evidence review. Regulatory-document values, when available, are shown above with their limitations.
GBrain MRI regulatory performance study summary
DesignStand-Alone Performance
PopulationAdult
Scopeexact submission
Tested versionExact product version not reported; regulatory study summarized for FDA submission K252362
Samplen=131
Sites4
IndependenceIndependence not established
K252362
ACR AI Central summarizes the regulatory study; consult the exact FDA materials before comparative use.
These are common procurement questions; unknown values remain visible until a source supports them.
Pricing and total cost
Vendor documentation pending
Vendor confirmation
Exact FDA submission
Checked 2026-09-08
No public price or quote for the exact K252362 configuration was established in this review.
Reimbursement and coding
Not established in reviewed sources
Reviewed sources checked
Exact FDA submission
Checked 2026-09-08
No exact-product payer policy, coding instruction, or payment determination was established; eligibility must be evaluated by payer, site of service, and use case.
Safety and lifecycle
Postmarket record
Recall and adverse-event records are shown only after product matching. Adverse-event reports do not establish incidence or causality.
Postmarket safety review
The exact-identifier FDA recall query returned no native recall record for K252362. This limited result does not establish absence of recalls or other safety information and does not cover later versions, family records, MAUDE reports, corrections, or field notices.
Verify security and privacy controls: Exact-release security controls, data retention, hosting boundaries, and scoped assurance documentation require vendor confirmation.
Verify training: Current training prerequisites, competency checks, and support commitments for the exact configuration require vendor confirmation.
Verify pricing and total cost: No public price or quote for the exact K252362 configuration was established in this review.
Verify reimbursement and coding relevance: No exact-product payer policy, coding instruction, or payment determination was established; eligibility must be evaluated by payer, site of service, and use case.
Verify local validation and lifecycle monitoring: Current drift, quality, uptime, alert, escalation, and incident-response commitments for the exact configuration require vendor confirmation.
This audit distinguishes completed source review from fields that have not yet been researched.
Exact FDA record reviewedStatus
2026-09-08Last searched
23Fields reviewed
9Source classes checked
0Awaiting review PubMed leads
0Awaiting review trial leads
0Unreviewed FDA recall leads
Exact-submission ACR model-card fields were normalized under the current provenance rules; vendor and independent-study confirmation remain distinct. Exact FDA scope controls clinical claims. ACR provides bounded exact-submission catalog context. Candidate literature metadata remains a discovery queue until full-text identity, endpoint, population, and version review is completed. Automated exact-name discovery found 0 PubMed and 0 ClinicalTrials.gov candidate records. Candidates require human product and version matching; zero candidates is not evidence that no studies exist. Native FDA recall identifiers produced 0 postmarket candidate records; 0 have been reviewed (0 published, 0 rejected) and 0 remain unreviewed.
Candidate leads remain unpublished until a human confirms the exact product and tested version.
Source classes: fda ai list, fda decision summary, acr ai central product, fda device recall, literature index, trial registry, pubmed, clinical trials, openfda device recall
Sources & history
How this profile was documented
Open the ledger for source dates, scope, and research-record updates.
View source ledger and history7 sources - 2 history items
Post-processing automatic segmentation, quantification, and reporting of brain FLAIR hyperintensity volumes to support structural MRI review; not disease detection or diagnosis.
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