A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI

Multiparametric magnetic resonance imaging (mpMRI) has been shown to improve radiologists’ performance in the clinical diagnosis of breast cancer. This machine learning study develops a deep transfer learning computer-aided diagnosis (CADx) methodology to diagnose breast cancer using mpMRI. The retr...

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Detalles Bibliográficos
Autores principales: Hu, Qiyuan, Whitney, Heather M., Giger, Maryellen L.
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/PMC7324398/
https://www.ncbi.nlm.nih.gov/pubmed/32601367
http://dx.doi.org/10.1038/s41598-020-67441-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324398/
https://www.ncbi.nlm.nih.gov/pubmed/32601367
http://dx.doi.org/10.1038/s41598-020-67441-4

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