Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm

To develop a convolutional neural network (CNN) algorithm that can predict the molecular subtype of a breast cancer based on MRI features. An IRB-approved study was performed in 216 patients with available pre-treatment MRIs and immunohistochemical staining pathology data. First post-contrast MRI im...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Ha, Richard, Mutasa, Simukayi, Karcich, Jenika, Gupta, Nishant, Pascual Van Sant, Eduardo, Nemer, John, Sun, Mary, Chang, Peter, Liu, Michael Z., Jambawalikar, Sachin
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6456631/
https://ncbi.nlm.nih.gov/pubmed/30706213
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-019-00179-2
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