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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Detalles Bibliográficos
Autores principales: van der Velden, Bas H. M., Janse, Markus H. A., Ragusi, Max A. A., Loo, Claudette E., Gilhuijs, Kenneth G. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7581772/
https://www.ncbi.nlm.nih.gov/pubmed/33093572
http://dx.doi.org/10.1038/s41598-020-75167-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7581772/
https://www.ncbi.nlm.nih.gov/pubmed/33093572
http://dx.doi.org/10.1038/s41598-020-75167-6

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