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Practice reading X-rays.
With AI standing next to you.

Raydent helps dental students identify pathologies on panoramic radiographs - with quiz modes, difficulty levels, and AI explanations in Polish stomatological terminology.

Try the prototype → Request university demo
Pathology classes 15
Internal accuracy ~75%
Languages PL/EN
panoramic_2403.dcm AI live
Caries · 0.84
Periapical · 0.71
Filling · 0.92
Impacted · 0.79
Student view AI view
Stack
YOLO ensemble· BiomedCLIP· Claude Sonnet· Polish dental curriculum· NFZ + ICD-10· WHO guidelines· 15 pathology classes· LDEK aligned· YOLO ensemble· BiomedCLIP· Claude Sonnet· Polish dental curriculum· NFZ + ICD-10· WHO guidelines· 15 pathology classes· LDEK aligned
Three modes

One radiograph. Three ways to learn from it.

01 Analyze Analyze mode

Upload & detect

AI detects and classifies 15 pathology types with confidence scores and tooth numbers - your X-rays, your data.

02 Quiz Quiz mode

Test your eye

See an X-ray, pick the conditions you spot. Get scored against AI predictions. Study mode explains every miss.

03 Assess Assessment mode

Exam-style practice

Timed assessment with scoring. AI explains what you got right, what you missed, and why - in Polish dental terminology.

Jak to działa

Od pantomogramu do zrozumienia w kilka sekund.

i.

Prześlij lub wylosuj zdjęcie

Wrzuć własne RTG albo wylosuj losowe z naszej bazy.

ii.

Oznacz patologie

Analizujesz zdjęcie tak jak na zajęciach — bez presji czasu.

iii.

Otrzymaj feedback od AI

Zobacz, co dobrze wychwyciłeś, czego nie zauważyłeś i przeczytaj zrozumiałe wyjaśnienia z konkretnymi zębami.

iv.

Śledź swoje słabe punkty

System pamięta Twoje wyniki i pokazuje, które patologie wciąż sprawiają Ci największy problem.

Who it's for

Built for the people who keep dentistry running.

For students

"I have an exam in two weeks and nowhere to practice."

Now you do. Quiz yourself on real panoramic X-rays, get instant AI explanations in Polish, and track which conditions you keep missing - until you stop missing them.

  • Study & exam modes
  • 3 difficulty levels
  • Polish AI feedback
  • LDEK radiology prep
Try the prototype →
For universities

"Our students only get feedback during clinic hours."

Raydent extends practice beyond the clinic. Students learn independently; you see their progress. Aligned with the Polish dental curriculum.

  • NFZ + ICD-10 codes
  • Runs in browser
  • Cohort tracking
Request a demo →
For researchers

"I need a platform to validate dental AI on real data."

Detection pipeline built for collaboration. Contribute datasets, run validation studies, publish together.

  • YOLO + BiomedCLIP
  • Clinician feedback loop
  • JSON export
Get in touch →
Under the hood

Three models. One reading.

YOLO ensemble scans

Three detection models analyze every region independently. Predictions are merged through weighted voting - fewer false positives, no loss in sensitivity.

BiomedCLIP confirms

Microsoft's vision-language model, pre-trained on PubMed biomedical literature. Each region is re-evaluated against clinical knowledge.

Claude writes the lesson

Raw detections become teaching moments. Claude explains what was found, references specific teeth, and uses Polish stomatological terminology.

~75% accuracy on internal dataset · Not validated for clinical use · Educational tool - not a medical device
Roadmap

What's next.

Now First university pilots Q1 2026

Partnering with Polish dental universities for classroom testing.

Next External validation study Q2 2026

DENTEX and Tufts dataset benchmarks, results published.

Later More conditions & mobile Q3–Q4 2026

Expand beyond 15 classes; native mobile for on-the-go practice.

Future Clinical decision support 2027+

CE marking pathway, integration with clinical workflows.

Bring AI radiology training to your university.

We're looking for academic partners to pilot Raydent with dental students. Let's talk about what that looks like for your program.

Request a demo → Try the prototype

hello@raydent.io · Quiz mode needs no account