How We Diagnose a Toothache · Sunnyvale Endodontist | SV Endo

AI: promise is not proof of patient benefit

Silicon Valley Endodontics editorial addition. Only the Swanson and Turgeon summaries in this addition were clinically reviewed by Dr. Jason Kung, DDS, MS, on September 30, 2026, in English and all seven translations. Other summaries are not covered by that review; review of these two summaries does not update the surrounding page's earlier clinical review.

Imaging AI and chatbots do different jobs. Research results do not replace a tooth examination or establish better treatment outcomes. Our guide explains limitations, privacy and questions to ask; it does not claim this practice uses diagnostic AI.

New JOE evidence shows why an AI alert needs clinical interpretation. In Allihaibi’s commercial-platform study, tooth-level sensitivity was higher than clinicians’ (67.3% versus 49.3%), but specificity was lower (82.3% versus 92.5%): more possible findings, more false alarms. CBCT was the imaging reference, not proof that treatment failed. In Akyüz’s separate 60-case benchmark, chatbots missed important complications, including perforations and broken instruments. These studies do not demonstrate better healing.