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

• المؤلفون الرئيسيون: 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
• التنسيق: text
• منشور في: Archīum Ateneo 2025
• الموضوعات: 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
• الوصول للمادة أونلاين: https://archium.ateneo.edu/discs-faculty-pubs/433; https://archium.ateneo.edu/context/discs-faculty-pubs/article/1435/viewcontent/bioengineering_12_00134_v3.pdf
• المؤسسة: Ateneo De Manila University

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...