Radiology AI Directory

FDA-cleared profile

NemoScan

Software Nemotec S.L.

NemoScan supports dental implantology by segmenting and transferring anatomy from CT or cone-beam CT images for implant and surgical planning.

Quantification and segmentation
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
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
Intended users
Qualified dentists, dental radiologists, oral and maxillofacial surgeons, and trained dental imaging staff.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-03
Care setting and population
Dental, oral and maxillofacial, or hospital surgical-planning environments.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-03
Workflow role
Dental image visualization, segmentation, measurement, implant planning, or surgical-guide planning support.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-03
Required input
Supported dental CT, cone-beam CT, panoramic, cephalometric, or intraoral radiographic data.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-03
Output and human action
Three-dimensional models, measurements, implant or canal planning views, surgical-guide inputs, and reports for professional review.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-03
Limitations
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

Regulatory identity

FDA record and catalog context

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
Modality
CBCT
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-03
Anatomy
Dental/Maxillofacial
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-03
Clearance type
510(k)
  • FDA source
  • Exact FDA submission
  • Checked 2026-08-31
Decision date
2019-12-11
  • FDA source
  • Exact FDA submission
  • Checked 2026-08-31
FDA status
FDA-cleared
  • FDA source
  • Exact FDA submission
  • Checked 2026-08-31

Implementation

Questions for IT, informatics, and operations

Use these fields to structure a vendor demo, security review, and implementation estimate.

Integration
DICOM import and export to dental workstations, PACS, laboratory, or guide-manufacturing workflows; validate patient identity, orientation, voxel geometry, measurements, and export.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-03
Deployment and data flow
Release-specific dental imaging software on a supported workstation or connected planning environment.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-03
Security and privacy
Vendor documentation pending
  • 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
Monitoring and change control
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

Release and scope verification

Map the installed model, build, options, population, anatomy, inputs, outputs, and enabled AI functions to K192571 before acceptance.

exact submission · checked 2026-09-03

Later product-family features are not evidence that this cleared release includes them.

Source

Interoperability acceptance

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.

Source

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. 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.

Source

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

No exact-product price was found in the reviewed public material; vendor productivity claims are scenario inputs, not guaranteed local savings.

Source

Lifecycle monitoring

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.

Source

Evidence

Performance evidence

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
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
Reported sensitivity
Not applicable
  • Not applicable
  • Not applicable
  • 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

  • DesignManufacturer dental image segmentation, visualization, implant-planning, and software validation
  • PopulationDental CT or CBCT implant-planning workflows
  • Scopeexact submission
  • Tested versionNemoScan
  • IndependenceSponsor or vendor study

K192571

Manufacturer evidence submitted for FDA clearance or approval; local clinical, technical, and workflow acceptance remains necessary.

Source

2 unlinked candidate evidence records are retained for source review and excluded from this evidence display.

Costs and setup

Budget and ongoing governance

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.
  • Public source
  • Not applicable
  • Checked 2026-09-03

No product-specific code

No separate named-product payment identified in reviewed public material

Centers for Medicare & Medicaid Services · United States

Build a local total-cost and value model; do not infer reimbursement from FDA clearance or approval.

Source

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 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.

Buyer worksheet

Open questions to take to the vendor

Open evaluation checklist

Research record

What has been checked

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
2Awaiting review PubMed leads
0Awaiting review 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

Sources & history

How this profile was documented

Open the ledger for source dates, scope, and research-record updates.

View source ledger and history

Source ledger

  1. K192571 FDA decision source

    U.S. Food and Drug Administration - Accessed 2026-08-31

    Scope: regulatoryIdentity, purpose, modality, anatomy

  2. Artificial Intelligence-Enabled Medical Devices

    U.S. Food and Drug Administration - Accessed 2026-08-31

    Scope: regulatoryIdentity, modalityContext

  3. PubMed biomedical literature index

    U.S. National Library of Medicine - Accessed 2026-09-01

    Scope: evidenceDiscovery

  4. ClinicalTrials.gov study registry

    U.S. National Library of Medicine - Accessed 2026-09-01

    Scope: evidenceDiscovery, studyStatus

  5. Medicare Coverage Database

    Centers for Medicare & Medicaid Services - Accessed 2026-09-01

    Scope: coverage, codingContext

  6. openFDA Device Recall API

    U.S. Food and Drug Administration - Accessed 2026-09-02

    Scope: recallDiscovery, nativeSubmissionMatching

  7. An In Vitro Model to Evaluate the Accuracy of Guided Implant Placement Based on the Surgeon's Experience.

    U.S. National Library of Medicine - Accessed 2026-09-03

    Scope: evidenceStudies, productFamilyContext, evidenceDiscovery

  8. Clinical accuracy of three intraoral scanners for determining an increased vertical dimension of occlusion: A pilot study.

    U.S. National Library of Medicine - Accessed 2026-09-03

    Scope: evidenceStudies, productFamilyContext, evidenceDiscovery

Research history

  1. K192571 FDA decision

    Regulatory record

    510(k)

  2. Source-review record updated

    Research record

    human reviewed

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