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Deep learning-based breast region extraction of mammographic images combining pre-processing methods and semantic segmentation supported by Deeplab v3 [Formula: see text]

BACKGROUND: Breast cancer has long been one of the major global life-threatening illnesses among women. Surgery and adjuvant therapy, coupled with early detection, could save many lives. This underscores the importance of mammography, a cost-effective and accurate method for early detection. Due to...

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Detalles Bibliográficos
Autores principales: Zhou, Kuochen, Li, Wei, Zhao, Dazhe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9028646/
https://www.ncbi.nlm.nih.gov/pubmed/35124595
http://dx.doi.org/10.3233/THC-228017