-
Article
Open AccessAutomatic diagnosis of true proximity between the mandibular canal and the third molar on panoramic radiographs using deep learning
Evaluating the mandibular canal proximity is crucial for planning mandibular third molar extractions. Panoramic radiography is commonly used for radiological examinations before third molar extraction but has ...
-
Article
Open AccessAutomatic diagnosis of retention pseudocyst in the maxillary sinus on panoramic radiographs using a convolutional neural network algorithm
The evaluation of the maxillary sinus is very important in dental practice such as tooth extraction and implantation because of its proximity to the teeth, but it is not easy to evaluate because of the overlap...
-
Article
Open AccessPerformance comparison of three deep learning models for impacted mesiodens detection on periapical radiographs
This study aimed to develop deep learning models that automatically detect impacted mesiodens on periapical radiographs of primary and mixed dentition using the YOLOv3, RetinaNet, and EfficientDet-D3 algorithm...
-
Article
Open AccessDeep learning-based fully automatic segmentation of the maxillary sinus on cone-beam computed tomographic images
The detection of maxillary sinus wall is important in dental fields such as implant surgery, tooth extraction, and odontogenic disease diagnosis. The accurate segmentation of the maxillary sinus is required as...
