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Henry Schein One Uses AWS SageMaker for AI-Driven X-ray Verification

Henry Schein One has implemented an AI solution using AWS SageMaker to instantly verify the quality of dental X-rays. The system, called Image Verify, is already deployed at over 10,000 locations globally.

By the Aheadline editorial team·15 juli 2026·2 min read·Source: AWS Machine Learning BlogVerifierad signalAI-generated
Henry Schein One Uses AWS SageMaker for AI-Driven X-ray Verification
Henry Schein One Uses AWS SageMaker for AI-Driven X-ray Verification
Henry Schein One Uses AWS SageMaker for AI-Driven X-ray Verification
By · Policy- & EU-reporter

What happened?

Henry Schein One, a provider of dental technology, has developed Image Verify – an AI-powered system for quality control of dental X-rays. Based on Amazon SageMaker AI, the system checks image quality in real time at the moment of exposure. The rollout reached over 10,000 sites within a few months and has processed over 11 million X-rays to date, with an additional increase of 1.5 million images per week.

Key facts

SystemnamnImage Verify
AI-plattformAmazon SageMaker AI
Aktiva platserÖver 10 000
Bearbetade röntgenbilderÖver 11 miljoner
Bearbetningshastighet per vecka1,5 miljoner bilder
Mål för platser40 000 platser globalt

This post describes how Henry Schein One closed that gap by building Image Verify, an AI-powered quality verification system on Amazon SageMaker AI that evaluates dental X-ray quality at the point of capture, in real time, across thousands of locations.

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The system went from concept to over 10,000 active locations within months and has already processed over 11 million X-rays and growing at 1.5 million per week.

null, null · AWS Machine Learning Blog

Henry Schein One is now scaling toward 40,000 locations globally across four regions.

null, null · AWS Machine Learning Blog

Why it matters

The implementation of Image Verify addresses the challenge of ensuring high-quality X-rays in real time, which can reduce re-exposures and improve patient care. By immediately identifying deficiencies, patients do not need to be recalled for new images. The technology contributes to more efficient dental workflows and reduced costs by optimising image acquisition.

Who is affected?

This development affects dental practices and patients globally using Henry Schein One's services. Developers in medical imaging and AI solutions gain new benchmarks for real-time applications. Henry Schein One itself is now scaling the system towards 40,000 locations internationally, signalling a strategic commitment to AI for quality control.

What else you should know

Henry Schein One intends to scale the system to 40,000 locations globally across four regions.

Frequently asked questions

Quick answers about this story

Vad har hänt?
Henry Schein One har lanserat Image Verify, ett AI-drivet system som använder Amazon SageMaker för att i realtid verifiera kvaliteten på dentala röntgenbilder. Systemet identifierar omedelbart eventuella brister vid bildtagningstillfället.
När hände det?
Systemet lanserades på över 10 000 platser inom några månader och har sedan dess bearbetat över 11 miljoner bilder, med ytterligare 1,5 miljoner bilder per vecka.
Varför spelar det roll?
Det spelar roll eftersom det förbättrar effektiviteten inom tandvården, minskar behovet av omexponeringar och förbättrar patientvården genom att säkerställa högkvalitativa röntgenbilder direkt. Detta kan även leda till minskade kostnader för kliniker.
Vilka bolag berörs?
Henry Schein One som leverantör av lösningen och AWS (Amazon Web Services) som plattform för AI-systemet berörs direkt. Alla tandläkarmottagningar och patienter som använder Henry Schein Ones tjänster påverkas indirekt.
Original source
AWS Machine Learning Blog·aws.amazon.com

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Topics

#Medicinsk AI#AWS#Amazon SageMaker AI#Machine Learning
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