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Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning

The diagnosis of breast cancer in early stage is essential for successful treatment. Detection can be performed in several ways, the most common being through mammograms. The projections acquired by this type of examination are directly affected by the composition of the breast, which density can be...

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Bibliografske podrobnosti
izdano v:J Digit Imaging
Main Authors: Zeiser, Felipe André, da Costa, Cristiano André, Zonta, Tiago, Marques, Nuno M. C., Roehe, Adriana Vial, Moreno, Marcelo, da Rosa Righi, Rodrigo
Format: Artigo
Jezik:Inglês
Izdano: Springer International Publishing 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7522129/
https://ncbi.nlm.nih.gov/pubmed/32206943
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-020-00330-4
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