High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection

Computer-aided detection systems based on deep learning have shown good performance in breast cancer detection. However, high-density breasts show poorer detection performance since dense tissues can mask or even simulate masses. Therefore, the sensitivity of mammography for breast cancer detection...

Descripción completa

Detalles Bibliográficos
Autores principales: Garrucho, Lidia, Kushibar, Kaisar, Osuala, Richard, Diaz, Oliver, Catanese, Alessandro, del Riego, Javier, Bobowicz, Maciej, Strand, Fredrik, Igual, Laura, Lekadir, Karim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9899892/
https://www.ncbi.nlm.nih.gov/pubmed/36755853
http://dx.doi.org/10.3389/fonc.2022.1044496

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9899892/
https://www.ncbi.nlm.nih.gov/pubmed/36755853
http://dx.doi.org/10.3389/fonc.2022.1044496

Ejemplares similares