Research library
Diagnostics & Imaging
How AI reads dental radiographs, CBCT scans and photographs — from caries and oral cancer screening to osteoporosis, TMJ and age estimation. We look at how accurate these tools really are, and on whose data they were tested.
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Diagnostics & ImagingAI Dental X-Ray Enhancement: Real Detail or Illusion?
AI dental X-ray enhancement sharpened blurry periapical films and doubled an AI’s boundary precision — but no dentist has tested it on real patients…
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Diagnostics & ImagingAI for TMJ Disorders: Diagnosis or Educated Guess?
AI for TMJ disorders scored 79% sensitivity and 87% specificity for jaw-joint osteoarthritis, but only 3 of 174 studies had comparable data.
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Diagnostics & ImagingAI 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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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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Diagnostics & ImagingAI Oral Cancer Screening: Early Warning or False Alarm?
AI oral cancer screening scored AUROC 0.99 for cancer vs. a healthy mouth, but just 0.78 on catching the earliest lesions. Here’s what that…
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Diagnostics & ImagingThe Dentist in Your Pocket: Can AI Turn a Smartphone Photo Into a Cavity Detector?
A 2025 systematic review tested AI apps that detect cavities from smartphone photos. Here’s what the science really shows — the wins, the blind…
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Diagnostics & Imaging
How AI is Redefining Oral Health Diagnostics
Can AI out-diagnose your dentist? An early overview of AI in oral health diagnostics — caries, oral cancer and treatment planning — and why…