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
NemoScan supports dental implantology by segmenting and transferring anatomy from CT or cone-beam CT images for implant and surgical planning.
FDA source Exact FDA submission Checked 2026-09-03
Use the exact cleared version and supported image inputs. Segmentation and implant-planning outputs require dentist or surgeon confirmation and do not replace clinical examination or surgical judgment.
FDA source Exact FDA submission Checked 2026-09-03
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
K192571
FDA source Exact FDA submission Checked 2026-08-31
Vendor confirmation Exact FDA submission Checked 2026-09-03
Public materials reviewed for this exact release do not establish the complete security posture. Request data-flow, identity, audit, encryption, retention, remote-access, vulnerability-management, backup, and incident-response evidence.
Training and support
Only qualified dentists, dental radiologists, oral and maxillofacial surgeons, and trained dental imaging staff should operate or interpret the product. Local onboarding should cover the exact release, supported population, limitations, failure examples, escalation, downtime, and competency documentation.
FDA source Exact FDA submission Checked 2026-09-03
Monitor by exact hardware, software, 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: Use the exact cleared version and supported image inputs. Segmentation and implant-planning outputs require dentist or surgeon confirmation and do not replace clinical examination or surgical judgment.
FDA source Exact FDA submission Checked 2026-09-03
DICOM import and export to dental workstations, PACS, laboratory, or guide-manufacturing workflows; validate patient identity, orientation, voxel geometry, measurements, and export.
exact submission · checked 2026-09-03
Test representative identifiers, orientation, geometry, measurements, units, routing, failure handling, and round trips locally. The capability is derived from the exact FDA workflow and still requires local acceptance testing.
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. Use the exact cleared version and supported image inputs. Segmentation and implant-planning outputs require dentist or surgeon confirmation and do not replace clinical examination or surgical judgment.
exact submission · checked 2026-09-03
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 2026-09-03
No exact-product price was found in the reviewed public material; vendor productivity claims are scenario inputs, not guaranteed local savings.
Monitor by exact hardware, software, 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: Use the exact cleared version and supported image inputs. Segmentation and implant-planning outputs require dentist or surgeon confirmation and do not replace clinical examination or surgical judgment.
exact submission · checked 2026-09-03
Revalidate after material software, hardware, model, protocol, interface, or clinical-policy changes. The capability is derived from the exact FDA workflow and still requires local acceptance testing.
Metrics are shown only when they are tied to a source, endpoint, population, and tested product version.
Evidence summary
K192571 reports dental image segmentation, planning, visualization, and software validation for implantology. The public FDA summary does not establish a universal clinical-outcome or diagnostic-performance metric, and later NemoScan family material must not be assumed to describe this version.
FDA source Exact FDA submission Checked 2026-09-03
Sensitivity is not the primary endpoint for this system, reconstruction, segmentation, guidance, or quantitative function. Use the task-specific evidence below.
Reported specificity
Not applicable
Not applicable Not applicable Checked 2026-09-03
Specificity is not the primary endpoint for this system, reconstruction, segmentation, guidance, or quantitative function. Use the task-specific evidence below.
No contextualized exact-version metric has completed evidence review. Regulatory-document values, when available, are shown above with their limitations.
K192571 FDA performance package for NemoScan
Manufacturer dental image segmentation, visualization, implant-planning, and software validation · Dental CT or CBCT implant-planning workflows
exact submission · Tested version: NemoScan · Sponsor or vendor study
K192571
Manufacturer evidence submitted for FDA clearance or approval; local clinical, technical, and workflow acceptance remains necessary.
An In Vitro Model to Evaluate the Accuracy of Guided Implant Placement Based on the Surgeon's Experience.
Peer-reviewed literature candidate identified by exact-name search; full product and version applicability review pending · Dental/Maxillofacial or related CBCT workflow; exact product and version linkage not established
product family · Tested version: Candidate source; exact FDA submission and product version not established · Independence not established
28494035
Candidate source was found by automated exact-name search; product or version linkage and clinical endpoint were not independently established, so it must not be treated as exact-submission performance evidence.
Clinical accuracy of three intraoral scanners for determining an increased vertical dimension of occlusion: A pilot study.
Peer-reviewed literature candidate identified by exact-name search; full product and version applicability review pending · Dental/Maxillofacial or related CBCT workflow; exact product and version linkage not established
product family · Tested version: Candidate source; exact FDA submission and product version not established · Independence not established
41093710
Candidate source was found by automated exact-name search; product or version linkage and clinical endpoint were not independently established, so it must not be treated as exact-submission performance evidence.
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 2026-09-03
No public list price for the exact cleared configuration was found. Obtain a written quote separating hardware or license basis, implementation, interfaces, infrastructure, training, service, upgrades, renewal, consumables, 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, 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 K192571 by exact submission identifier. This does not exclude product-family, later, or adverse-event information.
Public source Exact FDA submission Checked 2026-09-03
Exact-identifier review does not prove absence of all product-family safety signals.
Verify security and privacy controls: Public materials reviewed for this exact release do not establish the complete security posture. Request data-flow, identity, audit, encryption, retention, remote-access, vulnerability-management, backup, and incident-response evidence.
Verify pricing and total cost: No public list price for the exact cleared configuration was found. Obtain a written quote separating hardware or license basis, implementation, interfaces, infrastructure, training, service, upgrades, renewal, consumables, and exit costs.
This audit distinguishes completed source review from fields that have not yet been researched.
Human reviewedStatus
2026-09-04Last searched
25Fields reviewed
10Source classes checked
2Unreviewed 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 materials were reviewed for identity, indication, users, workflow, limitations, and submitted performance. Current vendor material is labeled product-family context where it does not establish the exact release. PubMed and ClinicalTrials.gov results are retained as candidate evidence with version applicability pending; CMS reimbursement context and exact-identifier openFDA postmarket results were also checked. Pricing, final security architecture, contracted services, enabled options, and local interoperability remain organization-specific evidence. Automated exact-name discovery found 2 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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