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TechCare Trauma

by Milvue · Based in France → — Our AI does not replace radiologists, it makes them irreplaceable!

Emergency Medicine Orthopedics Radiology

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Overview

Milvue’s TechCare Trauma is an artificial intelligence (AI) solution designed to enhance the reliability and efficiency of radiological diagnosis, particularly for emergency X-rays. It is part of the broader Milvue Suite of AI solutions, which streamlines daily tasks by improving workflow management, enhancing diagnostic accuracy, and saving time for healthcare professionals and patients.

TechCare Trauma leverages advanced deep learning algorithms to provide real-time detection and localization of fractures and elbow joint effusions on X-ray images. The solution is designed for use in both adult and pediatric radiology, detecting fractures with no age restrictions and supporting the detection of elbow trauma in children (ages 2 and up) through the analysis of joint effusions.

Validated on a cohort of over 7,000 U.S. patients, TechCare Trauma has demonstrated high accuracy and consistent performance across various anatomical regions, imaging views, patient demographics, and imaging hardware manufacturers. Studies have shown that it can improve diagnostic sensitivity for fractures by 20% and for elbow joint effusions by 18%, while also significantly reducing interpretation time.

The system instantly detects anomalies, even minute ones, in both the skeletal bone and the lung (as part of TechCare Alert, which TechCare Trauma is known as in the US), supporting radiologists in optimizing the prioritization of examinations and the quality of their diagnoses. It integrates seamlessly into healthcare workflows, offering a zero-click experience where AI-enhanced images are immediately accessible on the interpretation console as soon as a patient’s examination is complete, and can also generate preliminary reports using generative AI.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

Real-time detection and localization of fractures and elbow joint effusions on X-rays
Supports adult and pediatric radiology (fractures no age restriction, elbow effusions ages 2+)
High diagnostic accuracy and consistent performance across diverse clinical settings
Improves diagnostic sensitivity and reduces interpretation time
Prioritizes worklist and provides immediate access to AI-enhanced images
Seamless integration into existing healthcare workflows
Deep learning-based advanced image analysis
Detects anomalies in skeletal bone and lung (part of TechCare Alert)
Preliminary reporting capabilities via generative AI
Available via secure cloud-based platform or on-premises deployment

Use Cases

Optimizing prioritization of emergency X-ray examinations
Supporting radiologists in improving diagnostic quality
Reducing diagnostic errors in emergency workflows
Streamlining patient treatment and reducing waiting times
Assisting emergency physicians and orthopedic specialists in diagnosis
Detecting subtle fractures and elbow joint effusions that might otherwise be missed

What Physicians Need to Know

Evidence Base (guidelines, literature scope)

Milvue TechCare Trauma primarily analyzes conventional 2D radiographs. It detects fractures (including rib fractures), dislocations, and joint effusions. In Europe, it also detects pneumothorax, nodules, and pleural effusions. The Milvue Suite, which includes TechCare Trauma, is a Class IIa medical device in Europe and is FDA cleared in the United States. It is supported by scientific publications, including studies in Academic Radiology and Pediatric Radiology.

Clinical Validation Studies

TechCare Trauma has been validated on a cohort of over 7,000 U.S. patients, demonstrating high accuracy across different anatomical regions, imaging views, patient demographics, imaging hardware manufacturers, and both displaced and non-displaced fractures. An independent emergency department study comparing three commercial algorithms on 1,210 patients found Milvue achieved 90.1% accuracy in fracture detection, the highest among the three. In a reader study for FDA submission, the AI improved diagnostic sensitivity for fractures in adults by 22% and in children by 20%. For pediatric patients, an independent multivendor study on 3,013 children aged 2 to 17 showed sensitivities of 90.0% on the lower leg and 94.7% on the forearm for fracture detection. The AI also demonstrated an AUC of 0.962 for fracture detection in both children and adults.

Alert Fatigue Management

Milvue's AI triages exams at acquisition, pushing critical cases to the top of the worklist and marking findings on the image. This prioritization aims to reduce the burden of non-critical alerts and focus attention on urgent cases. The system acts as a 'second reader' that never tires, helping to catch misread radiographs and improve confidence in decision-making.

Differential Diagnosis Support

TechCare Trauma provides detection and localization of fractures, dislocations, and joint effusions. In Europe, it also identifies pneumothorax, opacities, nodules, and pleural effusions. The Milvue Suite also includes TechCare Metrics for automatic musculoskeletal measurements and bone age assessment, and TechCare Report for reporting assistance.

Clinical Workflow Integration

Milvue integrates natively into the DICOM flow and adheres to DICOM, HL7, and IHE standards. AI results are automatically sent back to the same study folder as the native images, accessible from PACS or any reading console without changing tools. The system analyzes images at acquisition, with results returned in under a minute, and critical cases are moved to the top of the worklist. This allows for automatic triage and prioritization of incoming exams in real-time.

Decision Audit Trail

While the Milvue website does not explicitly detail a 'Decision Audit Trail' feature for TechCare Trauma, medical device companies generally use audit trails to maintain data integrity, demonstrate regulatory compliance, and provide traceability throughout the product lifecycle. These trails record who performed an action, what changed, when it changed, and sometimes why. Milvue does provide usage reporting, including exam volumes analyzed, breakdown, and flagged cases, upon request.

Physician Tip

TechCare Trauma acts as an efficient second reader, prioritizing critical cases and highlighting potential findings directly on images. This can significantly improve diagnostic sensitivity, especially in busy emergency settings and for subtle fractures in both adults and children. Always remember that the AI assists, but the final medical decision remains with the clinician. Utilize the automatic worklist prioritization to manage your caseload effectively and focus on urgent studies first. The system's ability to detect elbow joint effusions in children can be particularly helpful for identifying occult fractures.

Milvue TechCare Trauma integrates natively with existing RIS/PACS systems through DICOM, HL7, and IHE standards, ensuring a seamless workflow without requiring changes to your current reading stations. The AI results are directly embedded into the study folder, making them readily available within your familiar environment. Milvue also participates in Connectathons to ensure interoperability with other healthcare software providers.

At a glance

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Deployment Cloud Based; On Premises; Hybrid Solution; Locally Virtualized (virtual Machine, Docker)

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Details

Category	Clinical Decision Support & Reference, Radiology & Imaging AI
Pricing	Contact for pricing
Deployment	Cloud-based; On-premises; Hybrid solution; Locally virtualized (virtual machine, docker)
Compliance
BAA Available	Unknown AI-estimated
HIPAA Compliant	Unknown AI-estimated
FDA Status	Yes AI-estimated
Integrations
EHR	Not specified
Specialties	Emergency Medicine, Orthopedics, Radiology

What the Web Says

Milvue's TechCare Trauma is an AI-powered software designed for real-time detection and localization of fractures and elbow joint effusions on X-rays, for both adults and children. It aims to enhance diagnostic accuracy, reduce interpretation time, and prioritize critical cases in radiology workflows. The software is FDA-cleared in the US and CE-marked in Europe, where it is part of the broader Milvue Suite.

Overall: Positive

Strengths

High accuracy in fracture detection, with studies showing improved diagnostic sensitivity for physicians.
Real-time analysis and prioritization of critical cases, leading to faster diagnoses and reduced ED wait times.
Seamless integration into existing radiology workflows (RIS/PACS) without requiring changes at the reading station.
Supports both adult and pediatric patients, including specific capabilities for detecting elbow trauma in children.
Acts as an effective second reader, increasing confidence in diagnostic decisions and catching misread cases.
User-friendly and easy to interpret, providing instant automated results.

Limitations

No significant limitations found in public reviews. Consider checking vendor documentation or requesting a demo for a thorough evaluation.

Based on reviews from: milvue.com, auntminnie.com, radiologybusiness.com, sectra.com, aihealthindex.io, nih.gov, researchgate.net, g2.com, capterra.com

Last updated: 2026-10-31

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Press & Coverage

Radiology Business

Milvue obtains FDA clearance for TechCare Trauma, its AI-powered X-Ray solution for musculoskeletal pathologies detection and triage

Milvue announced FDA clearance for its TechCare Trauma AI algorithm, designed for real-time detection and localization of fractures and elbow joint effusions on X-rays in both adults and children. This marks Milvue's second FDA clearance, following CE IIa certification in 2020 and Health Canada license in 2023.

2025-02

The Imaging Wire

Milvue Clearance for Trauma AI

French AI developer Milvue received FDA clearance for TechCare Trauma, an AI solution for detecting musculoskeletal pathologies like fractures on X-rays. The algorithm was validated on over 7,000 patients, demonstrating high accuracy across various anatomical regions and patient demographics.

2025-02

Signify Research

FDA Lay-offs & Regulatory approvals

Milvue obtained FDA clearance for TechCare Trauma, its AI-powered X-Ray solution for musculoskeletal pathology detection and triage. This clearance was part of a series of regulatory approvals in the medical imaging AI space.

2025-03

Pediatric Radiology (via Milvue)

Multivendor comparison study of artificial intelligence software for automated fracture detection in paediatric patients

An independent study conducted in Zurich compared three commercial AI tools for pediatric fracture detection, with Milvue's TechCare Trauma being the only one approved with no age limitation. The study found that Milvue's solution more accurately detected elbow joint effusion signs and produced significantly fewer uncertain findings on forearm radiographs.

2025-11

MDPI

The Present and Future of AI in Musculoskeletal Sports Imaging

TechCare Trauma by Milvue is listed as a representative AI application in musculoskeletal imaging relevant to sports medicine. It is described as an FDA 510(k) cleared deep learning solution for the detection and localization of fractures and elbow effusion on X-rays, facilitating rapid triage of skeletal injuries.

2026-05

Sectra Amplifier Marketplace

Milvue Suite TechCare Metrics | Canada

Milvue's TechCare Trauma is certified for fractures and elbow joint effusions for adults and pediatrics in the US, covering all anatomic regions except the skull and spine. The Milvue Suite also includes TechCare Metrics for automated MSK measurements and bone age assessment, and SmartChest for pneumothorax and pleural effusion triage.

unknown

milvue.com

TechCare Alert

TechCare Alert, which includes TechCare Trauma for the US market, is Milvue's AI software that analyzes radiographs at acquisition, flags various pathologies including fractures, dislocations, and joint effusions, and prioritizes urgent cases. It is a Class IIa medical device in Europe with no age limit and is FDA cleared in the United States.

2026-10

milvue.com

Milvue in numbers

Milvue's TechCare Trauma (fracture detection) received FDA 510(k) clearance (K242171) as a Class II device on January 17, 2025. In Europe, the Milvue Suite, which includes TechCare Alert and TechCare Metrics, is a Class IIa medical device.

2026-10

Videos

Product demos, reviews, and walkthroughs for TechCare Trauma.

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Frequently Asked Questions

How does TechCare Trauma integrate into my existing clinical workflow and PACS system?

TechCare Trauma integrates natively into the DICOM flow, adhering to DICOM, HL7, and IHE standards. The AI results are automatically sent back to the same study folder as the native images, making them accessible from your PACS or any reading console without requiring a change in your existing tools or workflow.

What are the regulatory clearances and compliance standards for TechCare Trauma?

TechCare Trauma is FDA cleared in the United States (510(k) K242171) as a Class II medical device. In Europe, the Milvue Suite, which includes TechCare Alert (the equivalent of TechCare Trauma), is a CE-marked Class IIa medical device under EU MDR 2017/745. It is also licensed by Health Canada as SmartTrauma.

What are the limitations of TechCare Trauma, especially concerning specific anatomical regions or patient populations?

TechCare Trauma is certified for fracture detection across all anatomical regions except the skull and spine. It is cleared for use in both adults and children for fracture detection from birth, and for elbow joint effusions in children aged 2 and up in the US.

What alternatives are available to TechCare Trauma, and how does it compare in terms of performance and features?

While several AI solutions exist for fracture detection, TechCare Trauma has demonstrated high diagnostic accuracy. In an independent emergency department study comparing three commercial algorithms, Milvue achieved 90.1% diagnostic accuracy for fracture detection. It also showed the lowest rate of 'uncertain' findings in a pediatric multivendor study.

How is TechCare Trauma priced, and are there different subscription models or licensing options for hospitals and clinics?

Milvue offers various plans for its TechCare Report, which is part of the Milvue Suite, including a free Starter plan and paid Essential and Pro plans for individual users. For institutions, an Enterprise offer is available by quote, which includes RIS integration, pre-filled reports, and unlimited user accounts and reports. Specific pricing for TechCare Trauma (detection module) would typically be part of an institutional quote.

Does TechCare Trauma provide quantitative data or metrics that can be used for clinical decision support beyond simple detection?

Yes, beyond pathology detection (TechCare Alert), the Milvue Suite includes TechCare Metrics, which performs up to 60 automatic musculoskeletal measurements such as angles, limb lengths, and full-spine assessments. These measurements are reproducible and can be integrated into reports, aiding in pre-operative planning and follow-up.

How does TechCare Trauma handle pediatric cases, and what is its accuracy in this population?

TechCare Trauma is validated for pediatric use with no age limit in Europe and is FDA-cleared for fracture detection from birth in the US. Studies have shown its effectiveness in children, with high sensitivity for fracture detection and accurate detection of elbow joint effusions.

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