Explore the most recent editions of MPO Magazine, featuring expert commentary, industry trends, and breakthrough technologies.
Access the full digital version of MPO Magazine anytime, anywhere, with interactive content and enhanced features.
Join our community of medical device professionals. Subscribe to MPO Magazine for the latest news and updates delivered straight to your mailbox.
Explore the transformative impact of additive manufacturing on medical devices, including design flexibility and materials.
Learn about outsourcing options in the medical device sector, focusing on quality, compliance, and operational excellence.
Stay updated on the latest electronic components and technologies driving innovation in medical devices.
Discover precision machining and laser processing solutions that enhance the quality and performance of medical devices.
Explore the latest materials and their applications in medical devices, focusing on performance, biocompatibility, and regulatory compliance.
Learn about advanced molding techniques for producing high-quality, complex medical device components.
Stay informed on best practices for packaging and sterilization methods that ensure product safety and compliance.
Explore the latest trends in research and development, as well as design innovations that drive the medical device industry forward.
Discover the role of software and IT solutions in enhancing the design, functionality, and security of medical devices.
Learn about the essential testing methods and standards that ensure the safety and effectiveness of medical devices.
Stay updated on innovations in tubing and extrusion processes for medical applications, focusing on precision and reliability.
Stay ahead with real-time updates on critical news affecting the medical device industry.
Access unique content and insights not available in the print edition of the MPO Magazine.
Explore feature articles that delve into specific topics within the medical device industry, providing in-depth analysis and insights.
Gain perspective from industry experts through regular columns addressing key challenges and innovations in medical devices.
Read the editor’s thoughts on the current state of the medical device industry.
Discover the leading companies in the medical device sector, showcasing their innovations and contributions to the industry.
Explore detailed profiles of medical device contract manufacturing and service provider companies, highlighting their capabilities and offerings.
Learn about the capabilities of medical device contract manufacturing and service provider companies, showcasing their expertise and resources.
Watch informative videos featuring industry leaders discussing trends, technologies, and insights in medical devices.
Short, engaging videos providing quick insights and updates on key topics within the medical device industry.
Tune in to discussions with industry experts sharing their insights on trends, challenges, and innovations in the medical device sector.
Participate in informative webinars led by industry experts, covering various topics relevant to the medical device sector.
Stay informed on the latest press releases and announcements from leading companies in the medical device manufacturing industry.
Access comprehensive eBooks covering a range of topics on medical device manufacturing, design, and innovation.
Highlighting the innovators and entrepreneurs who are shaping the future of medical technology.
Explore sponsored articles and insights from leading companies in the medical device manufacturing sector.
Read in-depth whitepapers that explore key issues, trends, and research findings for the medical device industry.
Discover major industry events, trade shows, and conferences focused on medical devices and technology.
Get real-time updates and insights live from the CompaMed/Medica conference floor.
Join discussions and networking opportunities at the MPO Medtech Forum, focusing on the latest trends and challenges in the industry.
Attend the MPO Summit for insights and strategies from industry leaders shaping the future of medical devices.
Participate in the ODT Forum, focusing on orthopedic device trends and innovations.
Discover advertising opportunities with MPO to reach a targeted audience of medical device professionals.
Review our editorial guidelines for submissions and contributions to MPO.
Read about our commitment to protecting your privacy and personal information.
Familiarize yourself with the terms and conditions governing the use of MPOmag.com.
What are you searching for?
In Vara's autonomous triage, AI can report examinations classified as clearly normal without radiologist review.
September 2, 2026
By: Sam Brusco
Vara has earned CE mark certification under the EU MDR for autonomous triage in organized breast cancer triage, which the company calls ATMON (Autonomous Triage Monitoring).
In autonomous triage, AI can report examinations classified as clearly normal without radiologist review, while all other cases remain subject to at least one radiologist read. The approach is designed for population screening programs facing radiologist shortages and the demands of double-reading mammograms.
The certification builds on the Berlin, Germany-based company’s safety system, which monitors the autonomous use of its AI models.
The system continuously monitors each site’s operating point, mammography hardware, system health, and daily performance, automatically returning sites to full radiologist reading if predefined limits are exceeded. This provides the human oversight required for high-risk AI systems under the EU AI Act.
The CE mark follows Vara’s focus on real-world AI performance. Last year, the company published PRAIM in Nature Medicine, the largest prospective study of AI in breast screening to date, covering 461,818 women across 461,818 examinations nationwide. Its real-world evidence helped support Vara’s autonomous-triage certification.
Autonomous triage is now available to screening programs across Europe, subject to national guidelines and clinical readiness. Vara is also offering ATMON to existing and new customers across all deployment modes, including decision support, independent second reading, and autonomous triage.
Stefan Bunk, chief technology officer and co-founder: The certification has only been possible because Vara has developed a safety system that supervises the autonomous use of its AI models. “What made this possible is not the AI model alone. It is based on seven years of continuous monitoring of how our AI performs in the real world, on every single case. That experience is what allowed us to build a system that can be trusted to read without a second pair of eyes.”
Jonas Muff, co-founder and CEO: “Studies have shown that AI can improve cancer detection. But even the best AI model’s performance can shift once it operates outside the controlled conditions of a study. For AI to deliver its positive impact on patient outcomes, we need to notice when this happens. We believe our ATMON system can be a template for deploying AI safely across healthcare.”
Enter your account email.
A verification code was sent to your email, Enter the 6-digit code sent to your mail.
Didn't get the code? Check your spam folder or resend code
Set a new password for signing in and accessing your data.
Your Password has been Updated !