Automating bone loss measurement on periapical radiographs for predicting the periodontitis stage and grade

• Main Authors: Nazila Ameli (Author), Monica Prasad Gibson (Author), Ida Kornerup (Author), Manuel Lagravere (Author), Mark Gierl (Author), Hollis Lai (Author)
• Format: Book
• Published: Frontiers Media S.A., 2024-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundThe aim of this study was to develop and evaluate an automated approach for segmenting bone loss (BL) on periapical (PA) radiographs and predicting the stage and grade of periodontitis.MethodsOne thousand PA radiographs obtained from 572 patients were utilized for training while a separate...