Author

M. Çelik

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Open access Sep 2026

Automated 3D Tooth Segmentation and Dental Splint Synthesis from Intraoral Scans: A Deep Learning Pipeline for Computer-Aided Digital Dentistry

Background/Objectives: Temporomandibular disorders (TMDs) and sleep-related bruxism affect up to 40% and 31% of adults, respectively, and their management relies on accurate diagnostic assessment of the dental arch—including tooth identification, arch-form analysis, and occlusal-plane evaluation—followed by the fabrica...

Berrin Çelik, M. Özkaya, M. Çelik · Diagnostics · 0 citations

Open access Dec 2025

Automated skeletal maturity staging from hand-wrist radiographs using deep learning models: A decision support system based on Fishman’s indicators

Objective This study aimed to develop an automated system for skeletal maturity staging using deep learning (DL) models of hand-wrist radiographs based on Fishman’s method. Methods In total, 2,318 hand-wrist radiographs of patients aged 8–19 years were retrospectively analyzed. Each radiograph was labeled by experts ac...

Yeşim S. Kaya, Berrin Çelik, Mehmet Zahid Genç et al. · The Korean Journal of Orthod... · 0 citations

Conference Jul 2026

SID-Viz3D: A Geospatially Accurate 3D Visualization and Simulation Framework for Standard Instrument Departure Procedures

Standard Instrument Departure (SID) procedures define the post-takeoff climb and route integration that pilots must execute with precision, yet current training relies on two-dimensional charts that force pilots to mentally reconstruct three-dimensional flight profiles—a cognitive transformation that increases error ra...

A. Bahar, Funda Ergün Yardim, M. Çelik · European Conference on Artif... · 0 citations