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Segmentation of Dental Restorations on Panoramic Radiographs Using Deep Learning

Convolutional Neural Networks (CNNs) such as U-Net have been widely used for medical image segmentation. Dental restorations are prominent features of dental radiographs. Applying U-Net on the panoramic image is challenging, as the shape, size and frequency of different restoration types vary. We hy...

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Detalles Bibliográficos
Autores principales: Rohrer, Csaba, Krois, Joachim, Patel, Jay, Meyer-Lueckel, Hendrik, Rodrigues, Jonas Almeida, Schwendicke, Falk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9221749/
https://www.ncbi.nlm.nih.gov/pubmed/35741125
http://dx.doi.org/10.3390/diagnostics12061316