Detection of Various Dental Conditions on Dental Panoramic Radiography Using Faster R-CNN

• Main Authors: Chen, Shih Lun, Chen, Tsung Yi, Mao, Yi Cheng, Lin, Szu Yin, Huang, Ya Yun, Chen, Chiung An, Lin, Yuan Jin, Chuang, Mian Heng, Abu, Patricia Angela R
• Format: text
• Published: Archīum Ateneo 2023
• Subjects: CNN; database augmentation; Dental panoramic radiograph; Faster R-CNN; image enhancement; image segmentation; Biomedical; Computer Engineering; Engineering
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/373; https://archium.ateneo.edu/context/discs-faculty-pubs/article/1373/viewcontent/Detection_of_Various_Dental_Conditions_on_Dental_Panoramic_Radiography_Using_Faster_R_CNN.pdf
• Institution: Ateneo De Manila University

The dental panoramic radiograph (DPR) is a pivotal diagnostic tool in dentistry. However, despite the growing prevalence of artificial intelligence (AI) across various medical domains, manual methods remain the prevailing means of interpreting DPR images. This study aims to introduce an advanced ide...