openalexMedicine2026-07-24
Deep learning for automated instance segmentation of residual roots in panoramic radiographs using mask R-CNN: A retrospective diagnostic accuracy study
Wenhui Li, Yaqin Chang, Rui Li, Lu Mm, Jiao Zhang
Background: This study aimed to evaluate the efficacy of Mask regions with convolutional neural network (R-CNN) for the automated detection and segmentation of residual dental roots in panoramic radiographs and to compare its diagnostic performance against the semantic segmentati…