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Three-dimensional deep learning to automatically generate cranial implant geometry

We present a 3D deep learning framework that can generate a complete cranial model using a defective one. The Boolean subtraction between these two models generates the geometry of the implant required for surgical reconstruction. There is little or no need for post-processing to eliminate noise in...

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Detalles Bibliográficos
Autores principales: Wu, Chieh-Tsai, Yang, Yao-Hung, Chang, Yau-Zen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8854612/
https://www.ncbi.nlm.nih.gov/pubmed/35177704
http://dx.doi.org/10.1038/s41598-022-06606-9