Volumetric breast density estimation on MRI using explainable deep learning regression

To purpose of this paper was to assess the feasibility of volumetric breast density estimations on MRI without segmentations accompanied with an explainability step. A total of 615 patients with breast cancer were included for volumetric breast density estimation. A 3-dimensional regression convolut...

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Publicado en:Sci Rep
Main Authors: van der Velden, Bas H. M., Janse, Markus H. A., Ragusi, Max A. A., Loo, Claudette E., Gilhuijs, Kenneth G. A.
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2020
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Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7581772/
https://ncbi.nlm.nih.gov/pubmed/33093572
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-75167-6
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