Convolutional Neural Networks for the Segmentation of Microcalcification in Mammography Imaging

Cluster of microcalcifications can be an early sign of breast cancer. In this paper, we propose a novel approach based on convolutional neural networks for the detection and segmentation of microcalcification clusters. In this work, we used 283 mammograms to train and validate our model, obtaining a...

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Detalles Bibliográficos
Autores principales: Valvano, Gabriele, Santini, Gianmarco, Martini, Nicola, Ripoli, Andrea, Iacconi, Chiara, Chiappino, Dante, Della Latta, Daniele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6481152/
https://www.ncbi.nlm.nih.gov/pubmed/31093321
http://dx.doi.org/10.1155/2019/9360941

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6481152/
https://www.ncbi.nlm.nih.gov/pubmed/31093321
http://dx.doi.org/10.1155/2019/9360941

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