Research library
endodontics
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Endodontics & RestorativeAI Root Canal Healing: Can a Model Call It?
AI root canal healing predictions sound impressive — until a model scoring 80% accuracy caught 0% of failures. Here’s what the numbers really mean.
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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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Endodontics & RestorativeAI MB2 Canal Detection: Real Fix or Just a Prototype?
AI MB2 canal detection hits near-expert accuracy on CBCT scans, but a 2026 review found all 5 models stuck at prototype stage. Here’s what…
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Generative AI & ChatbotsAI Dental Trauma Advice: Grounded Fact or Confident Guess?
AI dental trauma advice hit 96% accuracy when locked to clinical guidelines—beating general chatbots and cutting made-up answers from 21 to zero.
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Endodontics & RestorativeAI Pulpotomy: Can a Machine Save a Tooth’s Nerve?
AI pulpotomy: a deep-learning tool judged exposed pulp as well as endodontists (95.7%) and beat novices — but on just 21 external test images.
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Endodontics & RestorativeAI vs. Endodontist: Who Reads a Dental X-Ray Better?
A King’s College London study pitted an AI platform against expert endodontists on 339 teeth, with CBCT as the gold standard. The AI found…