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Enhancement of Multimodal Microwave-Ultrasound Breast Imaging Using a Deep-Learning Technique

We present a deep learning method used in conjunction with dual-modal microwave-ultrasound imaging to produce tomographic reconstructions of the complex-valued permittivity of numerical breast phantoms. We also assess tumor segmentation performance using the reconstructed permittivity as a feature....

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Detalles Bibliográficos
Autores principales: Khoshdel, Vahab, Ashraf, Ahmed, LoVetri, Joe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767656/
https://www.ncbi.nlm.nih.gov/pubmed/31546925
http://dx.doi.org/10.3390/s19184050