Convolutional neural networks for automated tooth numbering on panoramic radiographs: a scoping review

• Main Authors: Putra, Ramadhan Hardani, Astuti, Eha Renwi, Nurrachman, Aga Satria, Putri, Dina Karimah, Ghazali, Ahmad Badruddin, Pradini, Tjio Andrinanti, Prabaningtyas, Dhinda Tiara
• Format: Article
• Language: English; English
• Published: Korean Academy of Oral and Maxillofacial Radiology 2023
• Subjects: RK Dentistry; RK318 Oral and Dental Medicine. Pathology. Diseases-Therapeutics-General Works; RK529 Oral Surgery-General Works
• Online Access: http://irep.iium.edu.my/107041/7/107041_Convolutional%20neural%20networks%20for%20automated%20tooth%20numbering.pdf; http://irep.iium.edu.my/107041/13/107041_Convolutional%20neural%20networks%20for%20automated%20tooth%20numbering_SCOPUS.pdf; http://irep.iium.edu.my/107041/; https://isdent.org/pdf/10.5624/isd.20230058

Purpose: The objective of this scoping review was to investigate the applicability and performance of various convolutional neural network (CNN) models in tooth numbering on panoramic radiographs, achieved through classification, detection, and segmentation tasks. Materials and Methods: An online...