A deep learning approach for dental implant planning in cone-beam computed tomography images. - Sevda Kurt Bayrakdar; Kaan Orhan; Ibrahim Sevki Bayrakdar; Elif Bilgir; Matvey Ezhov; Maxim Gusarev; Eugene Shumilov (BMC Medical Imaging, 2021)

An artifıcial ıntelligence approach to automatic tooth detection and numbering in panoramic radiographs. - Elif Bilgir; Ibrahim Sevki Bayrakdar; Özer Çelik; Kaan Orhan; Fatma Akkoca; Hande Saglam; Alper Odabas; Ahmet Faruk Aslan; Cemre Ozcetin; Musa Killi; Ingrid Rózylo-Kalinowska (BMC Medical Imaging, 2021)

Automated Mesiodens Detection with Deep-Learning-Based System Using Cone-Beam Computed Tomography Images. - Ali Zakir Syed; Duygu Çelik Ozen; Ahmed Z. Abdelkarim; Suayip Burak Duman; Ibrahim Sevki Bayrakdar; Sacide Duman; Özer Çelik; Kaan Orhan (Int. J. Intell. Syst., 2023)

YOLO-V5 based deep learning approach for tooth detection and segmentation on pediatric panoramic radiographs in mixed dentition. - Busra Beser; Tugba Reis; Merve Nur Berber; Edanur Topaloglu; Esra Gungor; Münevver Coruh Kilic; Sacide Duman; Özer Çelik; Alican Kuran; Ibrahim Sevki Bayrakdar (BMC Medical Imaging, 2024)

Correction: YOLO-V5 based deep learning approach for tooth detection and segmentation on pediatric panoramic radiographs in mixed dentition. - Busra Beser; Tugba Reis; Merve Nur Berber; Edanur Topaloglu; Esra Gungor; Münevver Coruh Kilic; Sacide Duman; Özer Çelik; Alican Kuran; Ibrahim Sevki Bayrakdar (BMC Medical Imaging, 2024)

Does the FARNet neural network algorithm accurately identify Posteroanterior cephalometric landmarks? - Merve Gonca; Ibrahim Sevki Bayrakdar; Özer Çelik (BMC Medical Imaging, 2024)

Automated 3D segmentation of the hyoid bone in CBCT using nnU-Net v2: a retrospective study on model performance and potential clinical utility. - Ismail Gümüssoy; Emre Haylaz; Suayip Burak Duman; Fahrettin Kalabalik; Seyda Say; Özer Çelik; Ibrahim Sevki Bayrakdar (BMC Medical Imaging, 2025)