Practice & Public Health Study ✓ Peer reviewed

Machine Learning‐Based Screening for Osteonecrosis of the Jaw in Panoramic Radiographs

Australian Dental Journal · Valéria Nagyová, Dominik Blaňár, Jan Kybic, Antonín Tichý · 2026-10-20

Researchers developed machine learning models to automatically detect osteonecrosis of the jaw on panoramic X-rays, achieving high accuracy on cropped image regions but insufficient performance on complete radiographs for clinical use.

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.

Read the full study at the source
The Recall — the month's most significant new dental research, summarised. Free.
Browse The Recall