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Noninvasive assessment of breast cancer molecular subtypes on multiparametric MRI using convolutional neural network with transfer learning

BACKGROUND: To evaluate the performances of multiparametric MRI‐based convolutional neural networks (CNNs) for the preoperative assessment of breast cancer molecular subtypes. METHODS: A total of 136 patients with 136 pathologically confirmed invasive breast cancers were randomly divided into traini...

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Detalles Bibliográficos
Autores principales: Yin, Haolin, Bai, Lutian, Jia, Huihui, Lin, Guangwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons Australia, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9663668/
https://www.ncbi.nlm.nih.gov/pubmed/36203226
http://dx.doi.org/10.1111/1759-7714.14673