Browsing by Author "Simsar, Enis"

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Dental enumeration and multiple treatment detection on panoramic X-rays using deep learning

Yüksel, Atıf Emre; Gültekin, Sadullah; Simsar, Enis; Özdemir, Şerife Damla; Gündoğar, Mustafa; Tokgöz, Salih Barkın; Hamamcı, İbrahim Ethem (Nature Research, 2021)

In this paper, a new powerful deep learning framework, named as DENTECT, is developed in order to instantly detect five different dental treatment approaches and simultaneously number the dentition based on the FDI notation ...
Diffusion-based hierarchical multi-label object detection to analyze panoramic dental X-rays

Hamamcı, İbrahim Ethem; Er, Sezgin; Simsar, Enis; Sekuboyina, Anjany; Gündoğar, Mustafa; Stadlinger, Bernd; Mehl, Albert; Menze, Bjoern (Springer Science and Business Media Deutschland GmbH, 2023)

Due to the necessity for precise treatment planning, the use of panoramic X-rays to identify different dental diseases has tremendously increased. Although numerous ML models have been developed for the interpretation of ...