Comparison of Multi-Label U-Net and Mask R-CNN for panoramic radiograph segmentation to detect periodontitis.

Rini Widyaningrum Ika Candradewi Nur Rahman Ahmad Seno Aji Rona Aulianisa

Published in: Imaging science in dentistry (2022)

Multi-Label U-Net produced superior image segmentation to that of Mask R-CNN. The authors recommend integrating it with other techniques to develop hybrid models for automatic periodontitis detection.

Keyphrases

convolutional neural network
deep learning
machine learning
positive airway pressure
obstructive sleep apnea
loop mediated isothermal amplification
real time pcr
cone beam computed tomography
clinical evaluation