Clinical Trial: Diagnostic Accuracy of a Deep Learning Framework for Automated Evaluation of Root Canal Obturation Quality From Periapical Radiographs

U.S., July 7 -- ClinicalTrials.gov registry received information related to the study (NCT07684482) titled 'Diagnostic Accuracy of a Deep Learning Framework for Automated Evaluation of Root Canal Obturation Quality From Periapical Radiographs' on June 29.

Brief Summary: This study aims to develop and evaluate an artificial intelligence (AI)-based system that can automatically assess the quality of root canal fillings using dental X-ray images. The AI system will analyze important features of the filling, including its length, uniformity, and shape, and classify the treatment quality as acceptable or needing improvement.

The study will use previously collected, anonymized dental X-ray images of teeth that have received root canal treatment...