Full 3D Microwave Breast Imaging Using a Deep-Learning Technique

A deep learning technique to enhance 3D images of the complex-valued permittivity of the breast obtained via microwave imaging is investigated. The developed technique is an extension of one created to enhance 2D images. We employ a 3D Convolutional Neural Network, based on the U-Net architecture, t...

Descripción completa

Detalles Bibliográficos
Autores principales: Khoshdel, Vahab, Asefi, Mohammad, Ashraf, Ahmed, LoVetri, Joe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321110/
https://www.ncbi.nlm.nih.gov/pubmed/34460695
http://dx.doi.org/10.3390/jimaging6080080

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321110/
https://www.ncbi.nlm.nih.gov/pubmed/34460695
http://dx.doi.org/10.3390/jimaging6080080

Ejemplares similares