Deep Learning-assisted Diagnostic System: Apices and Odontogenic Sinus Floor Level Analysis in Dental Panoramic Radiographs

• Main Authors: Wu, Pei Yi, Lin, Yuan-Jin, Chang, Yu-Jen, Wei, Sung-Tsun, Chen, Chiung An, Li, Kuo-Chen, Tu, Wei-Chen, Abu, Patricia Angela R
• 格式: text
• 出版: Archīum Ateneo 2025
• 主題: image enhancement; intelligent healthcare; medical image processing; object detection; odontogenic sinusitis; YOLOv8n-cls; YOLO 11n; Bioimaging and Biomedical Optics; Biomedical Engineering and Bioengineering; Engineering; Medicine and Health Sciences
• 在線閱讀: https://archium.ateneo.edu/discs-faculty-pubs/433; https://archium.ateneo.edu/context/discs-faculty-pubs/article/1435/viewcontent/bioengineering_12_00134_v3.pdf

Odontogenic sinusitis is a type of sinusitis caused by apical lesions of teeth near the maxillary sinus floor. Its clinical symptoms are highly like other types of sinusitis, often leading to misdiagnosis as general sinusitis by dentists in the early stages. This misdiagnosis delays treatment and ma...