Research library
clinical decision support
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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 Sleep Apnea Screening: Can a Dental X-Ray Spot It in Kids?
AI sleep apnea screening scored 0.945 AUC reading pediatric OSA risk from a routine dental X-ray — a promising flag, not a diagnosis.
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Generative AI & ChatbotsAI Denture Design: Reliable, or Different Every Time?
AI denture design by four chatbots: expert raters agreed, but each bot drafted a different partial every time the same case was asked.
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Diagnostics & ImagingAI Caries Detection: High Scores, Shaky Evidence?
AI caries detection scores high in lab studies, but an umbrella review of 17 systematic reviews finds the evidence too shaky for stand-alone use…
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Diagnostics & ImagingAI Dental Trauma Detection: Sharp or Blind?
AI dental trauma detection nailed crown-root fractures (90%) but missed most alveolar fractures (27%) in a new study. The promise and the blind spots.
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Diagnostics & ImagingAI Oral Precancer Detection: Smarter Than a Specialist?
AI oral precancer detection matched specialists and lifted junior dentists to expert level in one study—but a photo still can’t replace a biopsy.
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Endodontics & RestorativeAI Dental Shade Matching: Can a Photo Pick Your Tooth Color?
AI dental shade matching matched expert consensus 76% of the time from routine photos — strong as a shortlist, but it still needs a…
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PeriodontologyAI Gum Disease Prediction: Forecast or Shaky Guess?
AI gum disease prediction tools have multiplied for 46 years, yet a 2026 review rated all but one of 20 models high risk of…
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Implants & Oral SurgeryAutonomous Dental Implant Robot: Precision or Peril?
An autonomous dental implant robot placed zygomatic implants within 0.87 mm — but in resin models, and 1 in 5 sites cracked. Precision or…
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Implants & Oral SurgeryAI Implant Planning: A Surgeon’s Blueprint or a Rough Draft?
AI implant planning from CBCT matched specialists within ~1.7 mm — but picked implant size right only 65–75% of the time. Promise and peril,…