A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023)
YOLO (You Only Look Once) is an extensively utilized object detection algorithm that has
found applications in various medical object detection tasks. This has been accompanied by …
found applications in various medical object detection tasks. This has been accompanied by …
[PDF][PDF] A comprehensive systematic review of yolo for medical object detection (2018 to 2023)
ABSTRACT You Only Look Once (YOLO) is a popular object detection algorithm that has
been applied to a variety of medical object detection tasks. A systematic search was …
been applied to a variety of medical object detection tasks. A systematic search was …
Assessing the effectiveness of artificial intelligence models for detecting alveolar bone loss in periodontal disease: a panoramic radiograph study
The assessment of alveolar bone loss, a crucial element of the periodontium, plays a vital
role in the diagnosis of periodontitis and the prognosis of the disease. In dentistry, artificial …
role in the diagnosis of periodontitis and the prognosis of the disease. In dentistry, artificial …
[HTML][HTML] Toward Digital Periodontal Health: Recent Advances and Future Perspectives
F Soheili, N Delfan, N Masoudifar, S Ebrahimni… - Bioengineering, 2024 - mdpi.com
Periodontal diseases, ranging from gingivitis to periodontitis, are prevalent oral diseases
affecting over 50% of the global population. These diseases arise from infections and …
affecting over 50% of the global population. These diseases arise from infections and …
Deep learning for classifying the stages of periodontitis on dental images: a systematic review and meta-analysis
Background The development of deep learning (DL) algorithms for use in dentistry is an
emerging trend. Periodontitis is one of the most prevalent oral diseases, which has a notable …
emerging trend. Periodontitis is one of the most prevalent oral diseases, which has a notable …
Abductive multi-instance multi-label learning for periodontal disease classification with prior domain knowledge
ZY Wu, W Guo, W Zhou, HJ Ye, Y Jiang, H Li… - Medical Image …, 2025 - Elsevier
Abstract Machine learning is widely used in dentistry nowadays, offering efficient solutions
for diagnosing dental diseases, such as periodontitis and gingivitis. Most existing methods …
for diagnosing dental diseases, such as periodontitis and gingivitis. Most existing methods …
Artificial intelligence for detecting periapical radiolucencies: A systematic review and meta-analysis
U Pul, F Schwendicke - Journal of Dentistry, 2024 - Elsevier
Objectives Dentists' diagnostic accuracy in detecting periapical radiolucency varies
considerably. This systematic review and meta-analysis aimed to investigate the accuracy of …
considerably. This systematic review and meta-analysis aimed to investigate the accuracy of …
Detection of periodontal bone loss and periodontitis from 2D dental radiographs via machine learning and deep learning: systematic review employing APPRAISE-AI …
YH Khubrani, D Thomas, P Slator… - Dentomaxillofacial …, 2024 - academic.oup.com
Objectives Periodontitis is a serious periodontal infection that damages the soft tissues and
bone around teeth and is linked to systemic conditions. Accurate diagnosis and staging …
bone around teeth and is linked to systemic conditions. Accurate diagnosis and staging …
Periodontitis diagnosis: a review of current and future trends in artificial intelligence
J Jundaeng, R Chamchong… - Technology and Health …, 2024 - content.iospress.com
BACKGROUND: Artificial intelligence (AI) acts as the state-of-the-art in periodontitis
diagnosis in dentistry. Current diagnostic challenges include errors due to a lack of …
diagnosis in dentistry. Current diagnostic challenges include errors due to a lack of …
Artificial intelligence applications in smile design dentistry: A scoping review
RE Baaj, TA Alangari - Journal of Prosthodontics, 2024 - Wiley Online Library
Purpose Artificial intelligence (AI) applications are growing in smile design and aesthetic
procedures. The current expansion and performance of AI models in digital smile design …
procedures. The current expansion and performance of AI models in digital smile design …