Comparative analysis of transformer, CNN, and YOLO architectures for mandibular condyle segmentation on panoramic radiographs: a deep learning benchmark

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Publication Details

Journal
BMC Oral Health
Published
2026-04-16
DOI
https://doi.org/10.1186/s12903-026-08228-3
Primary Topic
Dental Radiography and Imaging
Type
article
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article

Comparative analysis of transformer, CNN, and YOLO architectures for mandibular condyle segmentation on panoramic radiographs: a deep learning benchmark

Hakan Avsever, Murat Taşyürek, Serkan Yılmaz, Buğra Şenel et al.
BMC Oral Health
Dental Radiography and Imaging
article

Comparative analysis of transformer, CNN, and YOLO architectures for mandibular condyle segmentation on panoramic radiographs: a deep learning benchmark

Hakan Avsever, Murat Taşyürek, Serkan Yılmaz, Buğra Şenel, Mehmet Hakan Kurt, Hatice Seda Özgedik, Serdar Öztürk
article en

Abstract

No abstract available for this paper.
BMC Oral HealthVol. 26(1)
Ankara University (TR), Niğde Ömer Halisdemir Üniversitesi (TR), Gülhane Askerî Tıp Akademisi (TR), Kayseri Eğitim ve Araştırma Hastanesi (TR), Sağlık Bilimleri Üniversitesi (TR), University of Health Sciences Antigua (AG)
Sustainable cities and communities
Openalex Percentile: Top 21%
Dental Radiography and Imaging
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Comparative analysis of transformer, CNN, and YOLO architectures for mandibular condyle segmentation on panoramic radiographs: a deep learning benchmark — Hakan Avsever, Murat Taşyürek, et al. · BMC Oral Health (2026) | TGRS Research Map | TGRS