Dental traumatology : official publication of International Association for Dental Traumatology
Comparative Performance of YOLO Models in the Automated Segmentation of Dental Traumas on Panoramic Radiographs.
Derya Sarıoğlu, Zehra Güner, Saadet Nilsu Muttepe, Ömer Faruk Kaygısız, Alican Kuran, Münevver Çoruh Kılıç, Özer Çelik, İbrahim Şevki Bayrakdar, Kaan Orhan
Published: 202510.1111/edt.70034
Abstract
OBJECTIVE: This study aimed to compare the performance of artificial intelligence-based deep convolutional neural networks, YOLOv8, YOLOv11, and YOLOv12, in segmenting dental injuries using panoramic films of pediatric patients with traumatic dental…
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