Jiao Zhang

Deep learning for automated instance segmentation of residual roots in panoramic radiographs using mask R-CNN: A retrospective diagnostic accuracy study

Mask R-CNN provides a robust solution for identifying residual roots, effectively addressing challenges related to low contrast and anatomical noise by combining high sensitivity with high specificity, thereby serving as a reliable automated assistant for enhancing surgical safety and planning efficiency.