Código QR (código de barras bidimensional)

Automated assessment of periapical health based on the radiographic periapical index using YOLOv8, YOLOv11, and YOLOv12 one-stage object detection algorithms

Abstract This study investigates the application of recent YOLO (You Only Look Once) algorithms for automated detection and classification of apical periodontitis using the Periapical Index (PAI) scoring system (1–5). A dataset of 699 digital periapical radiographs was collected from diverse sources...

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Principais autores: Shehabeldin Saber, Hend Abou El Nasr, Ahmed A. Torky, Nora Saif
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-10-01
Serier:Scientific Reports
Fag:
Apical periodontitis
Periapical index
Artificial intelligence
Deep learning
Computer vision
YOLO
Online adgang:https://doi.org/10.1038/s41598-025-21761-5
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