Segmentron Viewer is an AI web application for processing and manipulating maxillofacial radiographic images, viewing and segmenting three-dimensional CBCT data, and creating editable STL outputs for educational use.
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
Segmentron Viewer is an AI web application for processing and manipulating maxillofacial radiographic images, viewing and segmenting three-dimensional CBCT data, and creating editable STL outputs for educational use.
FDA source Exact FDA submission Checked 2026-09-04
Segmentron Viewer is an AI web application for processing and manipulating maxillofacial radiographic images, viewing and segmenting three-dimensional CBCT data, and creating editable STL outputs for educational use.
FDA source Exact FDA submission Checked 2026-09-04
The labeling limits the population to patients age 14 or older with permanent teeth; editable STL output is educational and does not replace clinical judgment.
FDA source Exact FDA submission Checked 2026-09-04
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
K251072
FDA source Exact FDA submission Checked 2026-08-31
Reviewed sources checked Exact FDA submission Checked 2026-09-04
Security controls, hosting boundaries, audit behavior, identity management, and incident commitments for the exact configuration are not established in the public FDA decision material.
Training and support
Use by the qualified healthcare professionals identified for the exact labeled workflow; site-specific competency and training requirements remain to be established locally.
FDA source Exact FDA submission Checked 2026-09-04
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. The labeling limits the population to patients age 14 or older with permanent teeth; editable STL output is educational and does not replace clinical judgment.
exact submission · checked 2026-09-04
Define stop-use, escalation, rollback, and revalidation triggers before production use.
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 2026-09-04
No exact-product price was found in the evidence set; productivity or value claims require local evidence.
Revalidate after material software, hardware, model, protocol, interface, or clinical-policy changes; exact monitoring thresholds and vendor commitments are unknown.
exact submission · checked 2026-09-04
Establish ownership for data quality, overrides, drift, incidents, recalls, and change control.
Metrics are shown only when they are tied to a source, endpoint, population, and tested product version.
Evidence summary
The exact FDA decision material reports standalone CBCT segmentation and labeling validation against reference standards. The reported Dice coefficients and labeling accuracy are endpoint- and subset-specific, not product-wide clinical outcome claims.
FDA source Exact FDA submission Checked 2026-09-04
K251072 FDA evidence package for Segmentron Viewer
Manufacturer-submitted retrospective standalone CBCT validation against expert reference standards; not independent clinical validation. · CBCT images in the exact Segmentron Viewer validation package.
exact submission · Tested version: Exact FDA submission release; version not separately stated in the public decision material · n=126 · Sponsor or vendor study
K251072
Evidence submitted for the exact FDA decision is not independent clinical validation. Local technical, clinical, privacy, security, and workflow acceptance remains necessary.
These are common procurement questions; unknown values remain visible until a source supports them.
Pricing and total cost
Not established in reviewed sources
Reviewed sources checked Exact FDA submission Checked 2026-09-04
No public list price for the exact cleared configuration was found in the evidence set. Obtain a written quote covering license or hardware basis, implementation, interfaces, infrastructure, training, service, upgrades, renewal, downtime, and exit costs.
Reimbursement and coding
No separate named-product Medicare payment was identified in the reviewed CMS coverage material. Evaluate the product within the applicable imaging, procedural, dental, or surgical service line and verify payer, site-of-service, and coding assumptions independently.
Recall and adverse-event records are shown only after product matching. Adverse-event reports do not establish incidence or causality.
Postmarket safety review
The 2026-09-02 openFDA device-recall snapshot contained no record matched to K251072 by native exact submission identifier. This does not exclude product-family, later, or adverse-event information.
Public source Exact FDA submission Checked 2026-09-04
Exact-identifier review does not prove absence of all product-family safety signals.
Verify security and privacy controls: Security controls, hosting boundaries, audit behavior, identity management, and incident commitments for the exact configuration are not established in the public FDA decision material.
Verify pricing and total cost: No public list price for the exact cleared configuration was found in the evidence set. Obtain a written quote covering license or hardware basis, implementation, interfaces, infrastructure, training, service, upgrades, renewal, downtime, and exit costs.
Verify local validation and lifecycle monitoring: Post-deployment monitoring, drift thresholds, alerting, and revalidation commitments for the exact configuration require vendor and site confirmation.
This audit distinguishes completed source review from fields that have not yet been researched.
Human reviewedStatus
2026-09-04Last searched
26Fields reviewed
10Source classes checked
0Unreviewed PubMed leads
0Unreviewed trial leads
0Unreviewed FDA recall leads
Recovered from the prior exact-submission extraction and normalized under the current provenance rules. Exact FDA decision material was reviewed for identity and labeled use. Optional literature, trial, and recall candidates were not promoted without exact product or version applicability; commercial, security, and performance claims remain unknown where not established. 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, fda decision material, peer reviewed literature, clinical trial registry, reimbursement policy, fda device recall, pubmed, clinical trials, openfda device recall
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