Dental and Intraoral Vision AI

Add a vision layer to every intraoral image, scan, and appliance with vision AI for dental and intraoral vision.

Intraoral Image Analysis:

• Detect and segment teeth, gingiva, restorations, and appliances in intraoral photos and scans, and number teeth automatically, so every image is indexed to the tooth it shows
• Detect and score plaque, calculus, staining, and gingival inflammation indicators, so hygiene and periodontal screening scores are consistent across providers and visits
• Flag visible indicators of caries, cracks, wear, erosion, and soft-tissue changes for clinician review, with the region marked on the image and a confidence attached

Appliances, Labs, and Manufacturing:

• Inspect crowns, bridges, veneers, and dentures at the lab for margin quality, surface defects, shade, and fit against the design, before they ship to the practice
• Verify aligner and retainer trim lines, attachments, bubbles, cracks, and stage labeling at the aligner manufacturer, on every tray rather than a sample
• Verify aligner seating, attachment presence, and tray wear from patient phone photos in remote-monitoring workflows, and grade photo quality so the patient retakes it before the clinician sees it

Operations, Products, and Systems Integration:

• Verify instrument tray and cassette completeness and sterilization pouch indicators in the sterilization area, so a missing instrument is caught before the tray reaches the operatory
• Build vision features into your own dental product, photo triage, scan QC, treatment progress tracking, and patient-facing scoring, on models trained on your data
• Push detections, scores, and annotated images into practice management, imaging, lab, and remote-monitoring systems through API integration, with the image behind every score

Bring intelligence to every image today.

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More About Dental and Intraoral Vision

What is dental and intraoral vision with Vision AI?

Dental and intraoral vision with vision AI uses deep-learning models on intraoral photos, intraoral scans, radiographs, patient phone photos, and appliance and restoration imagery to detect and segment teeth, gingiva, restorations, and appliances, number teeth, score plaque, calculus, and gingival indicators, flag visible indicators of caries, cracks, wear, and soft-tissue changes for clinician review, verify aligner seating and attachments, inspect crowns and aligners at the lab, and verify instrument trays. Outputs are structured, reviewable annotations with the image behind every score, and they feed practice management, imaging, lab, and remote-monitoring systems or become features in a dental product. Roboflow provides the platform to train, deploy, and manage the models on your data; the clinical decisions remain with the clinician, and where a product makes clinical claims, its regulatory classification and clearance are the product owner's responsibility.

Can it integrate with our practice management, imaging, and lab systems?

Yes. Roboflow Inference (opens in a new tab) runs in the cloud, in your VPC, or on-prem and exposes a standard API and webhooks, so detections, scores, and annotated images flow into your existing systems: practice management and EHR platforms like Dentrix, Eaglesoft, and Open Dental, imaging and scanner software, dental lab and aligner manufacturing systems, remote-monitoring and teledentistry platforms, DSO analytics and data warehouses, and your own product through the API, with DICOM and standard image formats supported. Every result carries patient or case ID, image source, tooth number, region, score or class, confidence, timestamp, and the annotated image, with a full record behind every score and a model version behind every result.

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