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A deep learning approach to permanent tooth germ detection on pediatric panoramic radiographs
Kaya, Emine; Güneç, Hüseyin Gürkan; Cesur Aydın, Kader; Ürkmez, Elif Şeyda; Duranay, Recep; Ateş, Hasan Fehmi (Korean Acad Oral and Maxillofacial Radiology, 2022)Purpose: The aim of this study was to assess the performance of a deep learning system for permanent tooth germ detection on pediatric panoramic radiographs.Materials and Methods: In total, 4518 anonymized panoramic ... -
Proposing a CNN method for primary and permanent tooth detection and enumeration on pediatric dental radiographs
Kaya, Emine; Güneç, Hüseyin Gürkan; Gökyay, Sıtkı Selçuk; Kutal, Seçilay; Gülüm, Semih; Ateş, Hasan Fehmi (NLM (Medline), 2022)OBJECTIVE: In this paper, we aimed to evaluate the performance of a deep learning system for automated tooth detection and numbering on pediatric panoramic radiographs. STUDY DESIGN: YOLO V4, a CNN (Convolutional Neural ...