Ömer Hatipoğlu, João Filipe Brochado Martins, Mohmed Isaqali Karobari, Nessrin Taha, Thiyezen Abdullah Aldhelai, Daoud M Ayyad, Ahmed A Madfa, Benjamin Martin-Biedma, Rafael Fernandez, Bakhyt A Omarova, Lim Wen Yi, Suha Alfirjani, Anna Lehmann, Surendar Sugumaran, Xenos Petridis, Silvana Jukić Krmek, Dian Agustin Wahjuningrum, Azhar Iqbal, Imran Zainal Abidin, Dra Martha Gallegos Intriago, Yasmine Elhamouly, Paulo Jorge Palma, Fatma Pertek Hatipoğlu
Repair versus Replacement of Defective Direct Dental Restorations: A Multinational Cross-sectional Study with Meta-Analysis
Journal of dentistry
cystic lesions gnathic bones present challenges differential diagnosis recent years artificial intelligence ai represented deep learning dl rapidly developed emerged field dental maxillofacial radiology dmfr dental radiography provides rich resource study diagnostic analysis methods cystic lesions jaws attracted many researchers aim current study investigate diagnostic performance dl cystic lesions jaws online searches google scholar pubmed ieee xplore databases september 2023 subsequent manual screening confirmation initial search yielded 1862 titles 44 studies ultimately included studies used dl methods tools identification variable number maxillofacial cysts performance algorithms different models varies although reviewed stu dies demonstrated dl methods better discriminative performance clinicians development still needed routine clinical implementation due several challenges limitations lack model interpretability multicenter data validation etc considering current limitations challenges future studies differential diagnosis cystic lesions jaws follow actual clinical diagnostic scenarios coordinate study design enhance impact artificial intelligence diagnosis oral maxillofacial diseases