04Feb 2025
AI Tool for Automatic Root Canal Segmentation

AI Tool for Automatic Root Canal Segmentation

This study developed and validated an AI-powered tool based on a convolutional neural network (CNN) for automatic segmentation of root canals in single-rooted teeth using cone-beam computed tomography (CBCT). The tool showed high accuracy (Dice similarity coefficient 89-93%) and efficiency, significantly outperforming manual segmentation in both accuracy and time. The AI method reduced segmentation time by 54 times compared to human segmentation, demonstrating its potential for clinical applications.

  • #dentistry

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