FDA-cleared profile

Dose+ (1.0)

Mvision AI Oy

Dose+ 1.0 uses locked machine-learning models to predict a patient-specific three-dimensional dose distribution for men receiving external-beam radiotherapy for localized prostate cancer or prostate cancer with pelvic-node involvement. Qualified users must review its DICOM RT Dose output in a treatment-planning system or compatible viewer.

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
Dose+ 1.0 uses locked machine-learning models to predict a patient-specific three-dimensional dose distribution for men receiving external-beam radiotherapy for localized prostate cancer or prostate cancer with pelvic-node involvement. Qualified users must review its DICOM RT Dose output in a treatment-planning system or compatible viewer.
FDA source Exact FDA submission Checked 2026-09-04

Added in P2 round17 from the exact FDA decision material; later product-family claims remain separate.

Intended users
Qualified radiation oncologists, medical physicists, and medical dosimetrists.
FDA source Exact FDA submission Checked 2026-09-03
Care setting and population
Radiation-therapy planning departments in hospitals and clinics.
FDA source Exact FDA submission Checked 2026-09-03
Workflow role
Pre-optimization dose guidance transferred to a treatment-planning system or DICOM-RT viewer for professional review.
Public source Exact FDA submission Checked 2026-09-03
Required input
Patient CT images, RT Structure Sets, ROI names, and target dose prescription.
FDA source Exact FDA submission Checked 2026-09-03
Output and human action
DICOM RT Dose object containing a predicted three-dimensional dose distribution.
FDA source Exact FDA submission Checked 2026-09-03
Limitations
Dose+ is not a treatment-planning system, does not review a completed plan, and is not for diagnosis or treatment decisions. Predictions require qualified review in a TPS or DICOM-RT application before further use.
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
K250064
FDA source Exact FDA submission Checked 2026-08-31
Modality
Radiotherapy Planning Imaging
FDA source Exact FDA submission Checked 2026-09-03
Anatomy
Prostate/Pelvis
FDA source Exact FDA submission Checked 2026-09-03
Clearance type
510(k)
FDA source Exact FDA submission Checked 2026-08-31
Decision date
2025-09-04
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-RT input and RT Dose export to compatible treatment-planning or review software; exact TPS compatibility requires acceptance testing.
Public source Exact FDA submission Checked 2026-09-03
Deployment and data flow
K250064 describes cloud service with secure HTTPS transfer or local installation in the provider network.
Public source Exact FDA submission Checked 2026-09-03
Security and privacy
K250064 describes secure HTTPS transfer for cloud deployment. Current vendor material also describes pseudonymization and deletion controls; obtain exact-version architecture, retention, support-access, audit, and incident-response evidence before contracting.
FDA source Exact FDA submission Checked 2026-09-03

Confirm the controls against the exact contracted architecture and release.

Training and support
Only qualified radiation oncologists, medical physicists, and medical dosimetrists. should operate or interpret the system. 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 and model 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 the limits that matter for this product: Dose+ is not a treatment-planning system, does not review a completed plan, and is not for diagnosis or treatment decisions. Predictions require qualified review in a TPS or DICOM-RT application before further use.
Public source Exact FDA submission Checked 2026-09-03

Release and scope verification

Map the installed model, build, options, population, anatomy, inputs, and outputs to K250064 before acceptance.

exact submission · checked 2026-09-03

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

Interoperability acceptance

DICOM-RT input and RT Dose export to compatible treatment-planning or review software; exact TPS compatibility requires acceptance testing.

exact submission · checked 2026-09-03

Test representative identifiers, orientation, geometry, measurements, units, routing, failure handling, and round trips locally.

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. Dose+ is not a treatment-planning system, does not review a completed plan, and is not for diagnosis or treatment decisions. Predictions require qualified review in a TPS or DICOM-RT application before further use.

exact submission · checked 2026-09-03

Define stop-use, escalation, rollback, and revalidation triggers before production use.

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

Vendor productivity claims are scenario inputs, not guaranteed local savings.

Lifecycle monitoring

Monitor by exact hardware, software and model 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 the limits that matter for this product: Dose+ is not a treatment-planning system, does not review a completed plan, and is not for diagnosis or treatment decisions. Predictions require qualified review in a TPS or DICOM-RT application before further use.

exact submission · checked 2026-09-03

Revalidate after material software, hardware, model, protocol, interface, or clinical-policy changes.

Evidence

Performance evidence

Metrics are shown only when they are tied to a source, endpoint, population, and tested product version.

Evidence summary
FDA materials describe separate development, independent performance-verification, and four-site prospective U.S. clinical-validation datasets. Both prostate and pelvic-node models met predefined plan-quality, optimization-iteration, user-acceptance, and safety criteria; the summary does not publish all sample sizes or effect estimates.
Public 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 applicable endpoint for this acquisition, reconstruction, segmentation, planning, guidance, or dose-delivery function. Use the task-specific endpoints and tested population reported below.

Reported specificity
Not applicable
Not applicable Not applicable Checked 2026-09-03

Specificity is not the primary applicable endpoint for this acquisition, reconstruction, segmentation, planning, guidance, or dose-delivery function. Use the task-specific endpoints and tested population reported below.

Optimization-iteration reduction success criterion

20 %

Required mean reduction with Dose+ assistance in Dose+ (1.0).

Tested version: Dose+ 1.0

K250064 FDA performance package for Dose+ (1.0)

Prospective within-subject assisted-versus-unassisted planning comparison with ABR-certified medical physicist validators · U.S. patients aged 60 years and older treated for prostate cancer, including prostate-only and pelvic-node models

exact submission · Tested version: Dose+ 1.0 · 4 sites · Sponsor or vendor study

K250064

Manufacturer evidence submitted for substantial equivalence; local clinical, technical, and workflow acceptance remains necessary.

Economics and lifecycle

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, enabled features, 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 radiation-oncology material. Evaluate net planning or delivery value within the radiotherapy service line.
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.

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 K250064 by exact submission identifier.
Public source Exact FDA submission Checked 2026-09-03

A zero-result exact-identifier search does not prove that no recall, correction, adverse-event report, or product-family safety signal exists.

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
26Fields reviewed
11Source classes checked
20Reviewed PubMed leads
10Reviewed trial leads
0Unreviewed FDA recall leads

Twenty PubMed records and ten trial records were screened. They concern dose, drugs, or radiotherapy generally and do not identify Dose+ 1.0/K250064 as the tested release. No evidence was promoted, and all 30 candidates remain quarantined. The current discovery snapshot contains 20 PubMed and 10 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, fda decision summary, vendor product page, reimbursement policy, fda device recall, fda decision material, literature index, trial registry, pubmed, clinical trials, openfda device recall

Sources

Source ledger

Sources accessed through 2026-09-04.

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