dental AI
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RobOralScan Teaches a Robot to Perform Intraoral Scans—But 8 of 10 Simulated Successes Are Not Clinical Autonomy
Standfirst: A new reinforcement-learning system chooses scanner movements from a growing three-dimensional memory of the dental arch. RobOralScan reached 92.58% average coverage and completed 8 of 10 evaluation episodes, then transferred to a physical robot without additional training. The work is a robotics preprint, however—not a patient study or a market-ready dental device. Researchers have…
Dentsply Sirona’s Smart View Detect Is FDA-Cleared for CBCT AI—But Its Indication Is Narrower Than the Headline
Standfirst: Smart View Detect can flag permanent teeth that may show periapical radiolucency on an existing CBCT scan. The FDA data indicate a meaningful gain in reader sensitivity, but the software is not a general CBCT interpreter, does not justify taking a scan and does not replace a complete clinical review. Dentsply Sirona has launched…