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Fully Automated Breast Density Segmentation and Classification Using Deep Learning

Breast density estimation with visual evaluation is still challenging due to low contrast and significant fluctuations in the mammograms’ fatty tissue background. The primary key to breast density classification is to detect the dense tissues in the mammographic images correctly. Many methods have b...

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Detalles Bibliográficos
Autores principales: Saffari, Nasibeh, Rashwan, Hatem A., Abdel-Nasser, Mohamed, Kumar Singh, Vivek, Arenas, Meritxell, Mangina, Eleni, Herrera, Blas, Puig, Domenec
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7700286/
https://www.ncbi.nlm.nih.gov/pubmed/33238512
http://dx.doi.org/10.3390/diagnostics10110988