Panoptic Segmentation on Panoramic Radiographs: Deep Learning-Based Segmentation of Various Structures Including Maxillary Sinus and Mandibular Canal

Panoptic Segmentation on Panoramic Radiographs: Deep Learning-Based Segmentation of Various Structures Including Maxillary Sinus and Mandibular Canal

Panoramic radiographs, also known as orthopantomograms, are routinely used in most dental clinics. However, it has been difficult to develop an automated method that detects the various structures present in these radiographs. One of the main reasons for this is that structures of various sizes and...

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Bibliographic Details
Main Authors: Jun-Young Cha, Hyung-In Yoon, In-Sung Yeo, Kyung-Hoe Huh, Jung-Suk Han
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Journal of Clinical Medicine
Subjects:
panoptic segmentation
semantic segmentation
instance segmentation
object detection
deep learning
machine learning
Online Access:https://www.mdpi.com/2077-0383/10/12/2577

Internet

https://www.mdpi.com/2077-0383/10/12/2577

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