Explainable artificial intelligence in dental imaging: a systematic review of interpretability and the current state of trust evidence.

Researchers reviewed 61 studies on explainable AI in dental imaging, finding that most used visual explanation methods but rarely tested whether clinicians actually understood or trusted these explanations. The evidence focused on technical aspects rather than demonstrating clinical value.

A plain-English summary of the study's own findings — we don't add our own claims or interpretation. Read the full paper for the complete methods and results, and apply your own clinical judgement.