Evaluating the performance of convolutional neural networks with direct acyclic graph architectures in automatic segmentation of breast lesion in US images

BACKGROUND: Outlining lesion contours in Ultra Sound (US) breast images is an important step in breast cancer diagnosis. Malignant lesions infiltrate the surrounding tissue, generating irregular contours, with spiculation and angulated margins, whereas benign lesions produce contours with a smooth o...

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Detalles Bibliográficos
Autores principales: Costa, Marly Guimarães Fernandes, Campos, João Paulo Mendes, de Aquino e Aquino, Gustavo, de Albuquerque Pereira, Wagner Coelho, Costa Filho, Cícero Ferreira Fernandes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6839157/
https://www.ncbi.nlm.nih.gov/pubmed/31703642
http://dx.doi.org/10.1186/s12880-019-0389-2

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