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

• Main Authors: Widyaningrum, Rini, Candradewi, Ika, Aji, Nur Rahman Ahmad Seno, Aulianisa, Rona
• 格式: Article PeerReviewed
• 語言: English
• 出版: Korean Academy of Oral and Maxillofacial Radiology 2022
• 主題: Periodontics; Dentistry
• 在線閱讀: https://repository.ugm.ac.id/283618/1/Comparison%20of%20Multi-Label%20U-Net%20and%20Mask%20R-CNN%20for%20panoramic%20radiograph%20segmentation%20to%20detect%20periodontitis.pdf; https://repository.ugm.ac.id/283618/; https://isdent.org/DOIx.php?id=10.5624/isd.20220105; https://doi.org/10.5624/isd.20220105

Purpose: Periodontitis, the most prevalent chronic inflammatory condition affecting teeth-supporting tissues, is diagnosed and classified through clinical and radiographic examinations. The staging of periodontitis using panoramic radiographs provides information for designing computer-assisted diag...