A deep learning approach to automatic teeth detection and numbering based on object detection in dental periapical films

We propose using faster regions with convolutional neural network features (faster R-CNN) in the TensorFlow tool package to detect and number teeth in dental periapical films. To improve detection precisions, we propose three post-processing techniques to supplement the baseline faster R-CNN accordi...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Hu, Zhang, Kailai, Lyu, Peijun, Li, Hong, Zhang, Ludan, Wu, Ji, Lee, Chin-Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6405755/
https://www.ncbi.nlm.nih.gov/pubmed/30846758
http://dx.doi.org/10.1038/s41598-019-40414-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6405755/
https://www.ncbi.nlm.nih.gov/pubmed/30846758
http://dx.doi.org/10.1038/s41598-019-40414-y

Ejemplares similares