Evidence status: each field shows source quality, applicability, and review date. Research pending, information not established in reviewed sources, and vendor documentation pending are distinct outcomes.
Clinical fit
What this tool is for
Start with the authorized purpose, then verify how it fits your service line and reading workflow.
Exact purpose
Semi-automatic ovarian follicle count and size assessment from transvaginal ultrasound, with clinician verification before clinical use.
FDA source Exact FDA submission Checked 2026-09-05
Follicle contours, two orthogonal diameters and volume, and counts per ovary in size groups below 10 mm, at least 10 but below 17 mm, and at least 17 mm.
FDA source Exact FDA submission Checked 2026-09-05
Restores the comparison operators missing from the baseline size-bin text.
Results must be manually verified in a DICOM viewer before clinical use. The submitted algorithms are fixed; the software does not replace clinician assessment.
FDA source Exact FDA submission Checked 2026-09-05
The FDA listing establishes the regulatory identity. It does not by itself establish local workflow fit, pricing, security, or performance in your environment.
FDA submission
K252332
FDA source Exact FDA submission Checked 2026-08-31
Vendor confirmation Exact FDA submission Checked 2026-09-06
Family FAQ makes hosting/encryption statements, but scoped dated security evidence and exact-US-configuration data-processing terms were not established.
Training and support
Vendor documentation pending
Vendor confirmation Exact FDA submission Checked 2026-09-06
Exact connector/operator training curriculum, competency assessment and costs require confirmation.
Monitoring and change control
Vendor documentation pending
Vendor confirmation Exact FDA submission Checked 2026-09-06
Contracted post-installation quality monitoring and incident-handling responsibilities were not established.
Web/API workflow
Web application or API through a validated connector, with manual result verification in a DICOM viewer.
Metrics are shown only when they are tied to a source, endpoint, population, and tested product version.
Evidence summary
The FDA summary describes a held-out test set of 138 scans from 64 patients at five clinics, including 45 US scans, with expert-reviewed reference contours and patient-separated development/test data.
FDA source Exact FDA submission Checked 2026-09-05
Development involved 2132 patients at seven centers and 6404 DICOM datasets; those are not the test denominator. No IVF outcome benefit is inferred.
Reviewed sources checked Exact FDA submission Checked 2026-09-05
No product-wide sensitivity with a verified exact-release endpoint/threshold is promoted; follicle measurement and count errors are distinct endpoints.
Reported specificity
Not established in reviewed sources
Reviewed sources checked Exact FDA submission Checked 2026-09-05
No product-wide specificity with a verified exact-release endpoint/threshold is promoted.
No contextualized exact-version metric has completed evidence review. Regulatory-document values, when available, are shown above with their limitations.
K252332 held-out follicle measurement and counting validation
Multicenter held-out standalone evaluation against expert-reviewed follicle reference contours · 138 transvaginal ultrasound scans from 64 patients at five clinics; 45 scans from the United States
exact submission · Tested version: Folliscan configuration submitted in K252332 · n=64 · 5 sites · Sponsor or vendor study
K252332
Sample size is patients, not scans or follicles. Patient-level split avoids development/test overlap. The summary's volume error/unit presentation is not promoted as a normalized numeric metric.
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 2026-09-06
Reviewed product page offers contact/demo access, not a verified license, connector, edge-device or implementation price.
Reimbursement and coding
Research pending
Needs research Exact FDA submission Checked 2026-09-06
No applicable IVF/ultrasound payer policy reviewed; no coverage or separate-payment conclusion is made.
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
Not established in reviewed sources
Reviewed sources checked Exact FDA submission Checked 2026-09-06
Downloaded exact-ID recall packet contained zero records; this limited result does not establish absence of recall or safety information.
Buyer worksheet
Open questions to take to the vendor
Verify security and privacy controls: Family FAQ makes hosting/encryption statements, but scoped dated security evidence and exact-US-configuration data-processing terms were not established.
Verify training: Exact connector/operator training curriculum, competency assessment and costs require confirmation.
Verify pricing and total cost: Reviewed product page offers contact/demo access, not a verified license, connector, edge-device or implementation price.
Verify reimbursement and coding relevance: No applicable IVF/ultrasound payer policy reviewed; no coverage or separate-payment conclusion is made.
Verify local validation and lifecycle monitoring: Contracted post-installation quality monitoring and incident-handling responsibilities were not established.
Verify recalls and postmarket safety signals: Downloaded exact-ID recall packet contained zero records; this limited result does not establish absence of recall or safety information.
This audit distinguishes completed source review from fields that have not yet been researched.
Human reviewedStatus
2026-09-06Last searched
19Fields reviewed
10Source classes checked
0Reviewed PubMed leads
0Reviewed trial leads
0Unreviewed FDA recall leads
Stored literature-index and trial-registry candidate arrays were empty and screened. This does not establish absence of literature; current vendor page links newer papers/posters that were not fully reviewed or promoted here. The current discovery snapshot contains 0 PubMed and 0 ClinicalTrials.gov candidate records; its dated, count-matched human screening remains current. Unlinked candidates remain quarantined. Native FDA recall identifiers produced 0 postmarket candidate records; 0 have been reviewed (0 published, 0 rejected) and 0 remain unreviewed.
Candidate leads were screened against the exact product and tested version. Unlinked records remain quarantined.
Source classes: fda ai list, acr ai central product, fda decision summary, vendor product page, literature index, trial registry, stored candidate metadata, pubmed, clinical trials, openfda device recall
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