FDA-cleared profile

TechCare Trauma

Milvue

Authorized purpose: Aids clinicians and radiologists reviewing 2D X-ray radiographs by detecting, localizing, and characterizing fractures across the FDA-listed appendicular, hip/pelvis, clavicle, and thorax/rib examinations, and by detecting elbow joint effusion on lateral elbow or forearm views in children/adolescents and adults; results are not standalone clinical decisions.

Evidence status: each field states its source quality, applicability, and review date. Research pending, information not established, and vendor documentation pending remain distinct outcomes.

Product overview

Start with the essentials

Authorized purpose: Aids clinicians and radiologists reviewing 2D X-ray radiographs by detecting, localizing, and characterizing fractures across the FDA-listed appendicular, hip/pelvis, clavicle, and thorax/rib examinations, and by detecting elbow joint effusion on lateral elbow or forearm views in children/adolescents and adults; results are not standalone clinical decisions.

Overview status: Source-reviewed overview

Clinical takeaway

Clinical role: Aids clinicians and radiologists reviewing 2D X-ray radiographs by detecting, localizing, and characterizing fractures across the FDA-listed appendicular, hip/pelvis, clavicle, and thorax/rib examinations, and by detecting elbow joint effusion on lateral elbow or forearm views in children/adolescents and adults; results are not standalone clinical decisions.

Evidence takeaway

Evidence from the reviewed source record: FDA standalone image-level testing used 4,109 adult fracture images, 2,872 pediatric fracture images, 280 adult elbow-joint-effusion images, and 483 pediatric elbow-joint-effusion images. The FDA MRMC study used four external US datasets totaling 769 cases and compared aided with unaided readers.

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
Aids clinicians and radiologists reviewing 2D X-ray radiographs by detecting, localizing, and characterizing fractures across the FDA-listed appendicular, hip/pelvis, clavicle, and thorax/rib examinations, and by detecting elbow joint effusion on lateral elbow or forearm views in children/adolescents and adults; results are not standalone clinical decisions.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07
Intended users
Clinicians authorized to diagnose fractures and/or elbow joint effusions, including primary care, emergency, urgent care, orthopedic clinicians, and radiologists.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07
Care setting and population
Primary care, emergency medicine, urgent care, specialty care, and radiology review settings; fracture results cover neonates/infants, children/adolescents, and adults, while elbow-effusion results cover children/adolescents and adults.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07
Workflow role
Detection, localization, or diagnostic support as a non-standalone concurrent aid.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07
Required input
2D X-ray radiographs received from DICOM sources; the FDA table supports specified frontal, lateral, oblique, lateral-elbow, ribs-series, and related views for the listed anatomy and age groups.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07
Output and human action
For each processed image, TechCare Trauma reports YES, DOUBT, or NO for each supported finding and can draw solid-line or dotted-line bounding boxes. It also creates a study-level summary image with SUSPECTED, DOUBT, NOT SUSPECTED, or NOT PROCESSED assessment and can return a DICOM Structured Report when configured.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07

The packet describes newly generated DICOM series associated with the original study; the output is an aid to clinical review.

Limitations
Clinical users retain primary diagnostic and management responsibility. The FDA packet defines DOUBT and YES operating points, returns NOT PROCESSED when all images are outside the indication, and does not establish local PACS compatibility, commercial security, price, or service commitments.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07

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
K242171
  • FDA source
  • Exact FDA submission
  • Checked 2026-08-31
Modality
X-ray/Radiography
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07

Normalized from the exact FDA packet's 2D X-ray radiograph indication.

Anatomy
MSK
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07

Controlled anatomy normalization for the FDA-listed appendicular, hip/pelvis, clavicle, and thorax/rib fracture scope plus elbow/forearm effusion.

Clearance type
510(k)
  • FDA source
  • Exact FDA submission
  • Checked 2026-08-31
Decision date
2025-01-17
  • 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
The FDA packet describes automatic receipt from DICOM sources and return of newly generated result series to specified DICOM destinations, including PACS, VNA, storage platforms, and compatible DICOM viewers; optional DICOM SR can list finding status and area.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07

Specific interface versions, routing rules, viewer behavior, and local compatibility remain acceptance-test items.

Deployment and data flow
On-premises or cloud deployment connected to multiple DICOM sources and destinations.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07

This FDA-described deployment boundary does not establish current hosting region, retention, security controls, uptime, or contract terms.

Security and privacy
Vendor documentation pending
  • Vendor confirmation
  • Exact FDA submission
  • Checked 2026-09-07

The reviewed product page uses protected-data language but does not establish the exact deployment's security architecture, retention, access control, audit, or incident-response terms.

Training and support
Vendor documentation pending
  • Vendor confirmation
  • Exact FDA submission
  • Checked 2026-09-07

User training, onboarding, competency, and support commitments were not established for the exact commercial configuration.

Monitoring and change control
Vendor documentation pending
  • Vendor confirmation
  • Exact FDA submission
  • Checked 2026-09-07

Local acceptance testing, production monitoring, drift review, update control, and incident escalation remain to be qualified.

DICOM source and automatic processing

The FDA packet says TechCare Trauma relies on DICOM sources and automatically receives and processes images after network integration without manual intervention.

exact submission · checked 2026-09-07

Validate routing, identifiers, supported views, failure handling, and local compatibility before use.

DICOM result delivery

The packet describes delivery of summary and annotated DICOM series to specified DICOM destinations, including PACS, VNA, storage platforms, and radiological equipment; compatible DICOM viewers can display the results.

exact submission · checked 2026-09-07

Deployment options

The cleared device can be deployed on-premises or in the cloud and connected to multiple DICOM sources and destinations.

exact submission · checked 2026-09-07

Current hosting, PHI flow, retention, and operational service terms are not established.

Current family workflow

Milvue describes the current TechCare Alert configuration as analyzing incoming radiographs, returning localized findings and confidence scores in under 30 seconds, and prioritizing critical cases in the RIS/PACS worklist; its page identifies the US configuration as TechCare Trauma.

product family · checked 2026-09-07

Current family/configuration description, not proof of every feature in the K242171 release.

NICE evidence-generation controls

NICE HTG739 conditionally recommends TechCare Alert for use in NHS urgent care while evidence is generated and calls for local disagreement protocols plus monitoring of accuracy, software failures, downstream referrals, treatment changes, implementation cost, subgroups, and postmarket surveillance.

product family · checked 2026-09-08

English NHS health-technology guidance; not exact K242171 pricing, reimbursement, or US adoption evidence.

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
FDA standalone image-level testing used 4,109 adult fracture images, 2,872 pediatric fracture images, 280 adult elbow-joint-effusion images, and 483 pediatric elbow-joint-effusion images. The FDA MRMC study used four external US datasets totaling 769 cases and compared aided with unaided readers.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07

The FDA packet reports separate populations and endpoints; these figures are not a pooled performance estimate.

Reported sensitivity
FDA MRMC aided-reader sensitivity increases were reported as +21.8% for adult fracture, +12.7% for adult elbow-joint effusion, +19.9% for pediatric fracture, and +18.2% for pediatric elbow-joint effusion.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07

These are reported aided-versus-unaided percentage increases, not standalone sensitivities; the structured metrics retain endpoint and population context.

Reported specificity
FDA MRMC aided-reader specificity changes were reported as +1.47% for adult fracture, +1.08% for adult elbow-joint effusion, 0% for pediatric fracture, and +1.43% for pediatric elbow-joint effusion.
  • FDA source
  • Exact FDA submission
  • Checked 2026-09-07

These are reported aided-versus-unaided percentage changes, not standalone specificities.

Standalone fracture ROC-AUC

0.962 ROC-AUC

  • EndpointImage-level fracture detection
  • PopulationUS adults, 4,109 radiographs
  • Tested versionTechCare Trauma (K242171)

Standalone fracture ROC-AUC

0.962 ROC-AUC

  • EndpointImage-level fracture detection
  • PopulationUS pediatric patients, 2,872 radiographs
  • Tested versionTechCare Trauma (K242171)

Standalone elbow-joint-effusion ROC-AUC

0.965 ROC-AUC

  • EndpointImage-level elbow-joint-effusion detection
  • PopulationUS adults, 280 radiographs
  • Tested versionTechCare Trauma (K242171)

Standalone elbow-joint-effusion ROC-AUC

0.976 ROC-AUC

  • EndpointImage-level elbow-joint-effusion detection
  • PopulationUS pediatric patients, 483 radiographs
  • Tested versionTechCare Trauma (K242171)

Aided-reader ROC-AUC

0.955 ROC-AUC

  • EndpointCase-level adult fracture detection with TechCare Trauma assistance
  • PopulationMRMC US adult fracture dataset, 304 cases
  • Tested versionTechCare Trauma (K242171)

Aided-reader ROC-AUC

0.931 ROC-AUC

  • EndpointCase-level pediatric fracture detection with TechCare Trauma assistance
  • PopulationMRMC US pediatric fracture dataset, 256 cases
  • Tested versionTechCare Trauma (K242171)

TechCare Trauma standalone image-level performance testing

  • DesignStandalone performance testing
  • PopulationUS adult and pediatric radiographs for fracture and elbow-joint-effusion detection
  • Scopeexact submission
  • Tested versionTechCare Trauma (K242171)
  • Samplen=7744
  • IndependenceIndependence not established

K242171

Four separately analyzed datasets; the sampleSize is their sum and is not a pooled performance population.

TechCare Trauma MRMC aided-reader study

  • DesignFully crossed multiple-reader, multiple-case retrospective reader study
  • PopulationExternal multicenter anonymized US adult and pediatric radiographs for fracture and elbow-joint-effusion detection
  • Scopeexact submission
  • Tested versionTechCare Trauma (K242171)
  • Samplen=769
  • IndependenceIndependence not established

K242171

Four datasets totaling 769 cases; readers interpreted with and without assistance, with ABR-certified radiologist consensus reference standards.

TechCare Trauma regulatory performance study summary

  • DesignStand-alone performance and reader study (ACR AI Central category)
  • PopulationAdult and Pediatric
  • Scopeexact submission
  • Tested versionExact product version not reported; regulatory study summarized for FDA submission K242171
  • Samplen=6981
  • IndependenceIndependence not established

K242171

Baseline ACR summary retained; FDA packet details above control endpoint and population interpretation.

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
Vendor documentation pending
  • Vendor confirmation
  • Exact FDA submission
  • Checked 2026-09-07

No current exact-product price or contract terms were established from the reviewed public sources.

Reimbursement and coding
Research pending
  • Needs research
  • Exact FDA submission
  • Checked 2026-08-31

Determine whether any product-specific CPT/HCPCS pathway exists and separate it from billing for the underlying imaging service.

No product-specific code

NICE HTG739 conditionally recommends TechCare Alert for NHS use during a two-year evidence-generation period, subject to evidence-generation agreements and appropriate regulatory and DTAC approval; this is not a reimbursement determination.

NICE guidance for the NHS in England · England · Effective 2025-01-14

NICE's exploratory model uses GBP 1 per scan and says actual software, implementation, and postmarket costs are uncertain. This is not a vendor quote or US coverage evidence.

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 2026-09-04

No native submission-identifier match was found in the checked openFDA radiology recall snapshot. Product-name, manufacturer, and adverse-event searches remain necessary; this does not establish that no recall or safety report 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
2026-09-07Last searched
28Fields reviewed
10Source classes checked
0Screened PubMed leads
0Screened trial leads
0Unreviewed FDA recall leads

Stored exact-submission candidate metadata had zero PubMed and ClinicalTrials.gov identifiers. This was metadata screening, not a full paper or registry-record review. 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, fda decision summary, acr ai central product, vendor product page, health technology guidance, literature index, trial registry, 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. K242171 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. TechCare Trauma model card (K242171)

    American College of Radiology - Published 2026-08-17 - Accessed 2026-09-01

    Scope: purpose, modality, intendedUsers, careSetting, output, evidenceSummary, anatomy, evidenceStudies

  4. PubMed biomedical literature index

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

    Scope: evidenceDiscovery

  5. ClinicalTrials.gov study registry

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

    Scope: evidenceDiscovery, studyStatus

  6. openFDA Device Recall API

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

    Scope: recallDiscovery, nativeSubmissionMatching

  7. FDA 510(k) K242171: TechCare Trauma

    U.S. Food and Drug Administration - Published 2025-01-17 - Accessed 2026-09-07

    Scope: identity, clinicalUse, modality, anatomy, workflow, evidence, implementation

  8. TechCare Alert fracture detection and workflow

    Milvue - Accessed 2026-09-08

    Scope: productFamily, clinicalWorkflow, DICOM, RIS, PACS, implementationCapabilities

  9. NICE HTG739: AI technologies to help detect fractures on X-rays in urgent care

    National Institute for Health and Care Excellence - Published 2025-01-14 - Accessed 2026-09-08

    Scope: conditionalAdoption, economics, evidenceGaps, implementationCapabilities

Research history

  1. K242171 FDA decision

    Regulatory record

    510(k)

  2. Source-review record updated

    Research record

    human reviewed

  3. Reader overview source-reviewed

    Editorial review

    Source-reviewed editorial overlay

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