Precision Medicine for Apical Lesions and Peri-Endo Combined Lesions Based on Transfer Learning Using Periapical Radiographs

• Main Authors: Wu, Pei Yi, Mao, Yi Cheng, Lin, Yuan Jin, Li, Xin Hua, Ku, Li Tzu, Li, Kuo Chen, Chen, Chiung An, Chen, Tsung Yi, Chen, Shih Lun, Tu, Wei Chen, Abu, Patricia Angela R
• Format: text
• Published: Archīum Ateneo 2024
• Subjects: apical lesion; CNN; image segmentation; peri-endo combined lesion; YOLOv8-OBB; Analytical, Diagnostic and Therapeutic Techniques and Equipment; Biomedical; Biomedical Engineering and Bioengineering; Computer Engineering; Electrical and Computer Engineering; Engineering; Medicine and Health Sciences
• Online Access: https://archium.ateneo.edu/intelligent-visual-env/1; https://archium.ateneo.edu/context/intelligent-visual-env/article/1000/viewcontent/bioengineering_11_00877.pdf
• Institution: Ateneo De Manila University

An apical lesion is caused by bacteria invading the tooth apex through caries. Periodontal disease is caused by plaque accumulation. Peri-endo combined lesions include both diseases and significantly affect dental prognosis. The lack of clear symptoms in the early stages of onset makes diagnosis cha...