Generalizability of deep learning models for dental image analysis

We assessed the generalizability of deep learning models and how to improve it. Our exemplary use-case was the detection of apical lesions on panoramic radiographs. We employed two datasets of panoramic radiographs from two centers, one in Germany (Charité, Berlin, n = 650) and one in India (KGMU, L...

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Detalles Bibliográficos
Autores principales: Krois, Joachim, Garcia Cantu, Anselmo, Chaurasia, Akhilanand, Patil, Ranjitkumar, Chaudhari, Prabhat Kumar, Gaudin, Robert, Gehrung, Sascha, Schwendicke, Falk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7969919/
https://www.ncbi.nlm.nih.gov/pubmed/33731732
http://dx.doi.org/10.1038/s41598-021-85454-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7969919/
https://www.ncbi.nlm.nih.gov/pubmed/33731732
http://dx.doi.org/10.1038/s41598-021-85454-5

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