Research library
panoramic radiography
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Diagnostics & ImagingAI Periapical Lesion Detection: Shortcut or Shortfall?
AI periapical lesion detection without hand-drawn labels scored just 64.7% on 2,527 panoramic X-rays — a cheap shortcut that still falls short.
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Diagnostics & ImagingAI Jaw Lesion Detection: A Safety Net With Gaps?
AI jaw lesion detection can flag cysts and tumours on a panoramic X-ray, but the best model still missed a quarter of lesions. Here’s…
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Diagnostics & Imaging
Carotid Calcification: Can a Dental X-Ray Flag Stroke Risk?
Carotid calcification on a dental X-ray can signal stroke risk. New AI flags it at 95% sensitivity — but mislabels 3 in 10 healthy…
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Diagnostics & Imaging
AI Dental Age Estimation: Can It Tell If You’re 18?
AI dental age estimation found wisdom teeth with 94.5% accuracy but confirmed only 24% of true adults at the 18-year legal line. Here’s the…
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Implants & Oral SurgeryAI Wisdom Tooth Surgery: Can It Spot the Nerve in Time?
AI wisdom tooth surgery tools now grade nerve-injury risk from X-rays at ~0.95 accuracy — but a new study shows they still can’t replace…
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Diagnostics & ImagingAI Osteoporosis Screening: Can a Dental X-Ray Catch It First?
AI osteoporosis screening from dental X-rays hit 88% sensitivity across 24 studies — but inconsistent results make it an early flag, not a diagnosis.
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Periodontology
AI Periodontitis Staging: Real Diagnosis or Guesswork?
AI periodontitis staging read one panoramic X-ray at 0.95-0.97 precision on bone landmarks, but tooth detection lagged at 0.82. What the gap means.