Real-time segmentation and detection of ponticulus posticus in lateral cephalometric radiographs using YOLOv8: a step towards enhanced clinical evaluation

The proposed YOLOv8-seg model shows promising potential for improving the accuracy and efficiency of PP detection in lateral cephalometric radiographs. By integrating AI into the diagnostic process, orthodontic practices can benefit from more precise and reliable identification of small but clinically significant anatomical structures, ultimately enhancing patient care and diagnostic accuracy.

Authors

Institutions

Publication Details

Journal
BMC Oral Health
Published
2025-05-28
DOI
https://doi.org/10.1186/s12903-025-06196-8
Citations
1
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
1.79
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Real-time segmentation and detection of ponticulus posticus in lateral cephalometric radiographs using YOLOv8: a step towards enhanced clinical evaluation

Murat Ceylan, Güldane Mağat, Mehmet Akyüz, Şeyda Besnili
1 citations
BMC Oral Health
Dental Radiography and Imaging
1.79
article

Real-time segmentation and detection of ponticulus posticus in lateral cephalometric radiographs using YOLOv8: a step towards enhanced clinical evaluation

Murat Ceylan, Güldane Mağat, Mehmet Akyüz, Şeyda Besnili
article en
1 citations

Abstract

The proposed YOLOv8-seg model shows promising potential for improving the accuracy and efficiency of PP detection in lateral cephalometric radiographs. By integrating AI into the diagnostic process, orthodontic practices can benefit from more precise and reliable identification of small but clinically significant anatomical structures, ultimately enhancing patient care and diagnostic accuracy.

BMC Oral HealthVol. 25(1)
Necmettin Erbakan University (TR), Konya Technical University (TR), Konya Eğitim ve Araştırma Hastanesi (TR), Denizli Devlet Hastanesi (TR)
Openalex Percentile: Top 16%
Dental Radiography and Imaging
1.79
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.