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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Digit Imaging
Prif Awduron: Zeiser, Felipe André, da Costa, Cristiano André, Zonta, Tiago, Marques, Nuno M. C., Roehe, Adriana Vial, Moreno, Marcelo, da Rosa Righi, Rodrigo
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Springer International Publishing 2020
Pynciau:
Original Paper
Mynediad Ar-lein: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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