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

Autor: Haolin Yin, Lutian Bai, Huihui Jia, Guangwu Lin

Publikováno v: Thoracic Cancer, Vol 13, Iss 22, Pp 3183-3191 (2022)

Abstract 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 confirme

Externí odkaz: https://doaj.org/article/520e753db98a4af5a170e2ade18c0bd8

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

Autor: Haolin Yin, Lutian Bai, Huihui Jia, Guangwu Lin

Publikováno v: Thoracic Cancer. 13:3183-3191

To evaluate the performances of multiparametric MRI-based convolutional neural networks (CNNs) for the preoperative assessment of breast cancer molecular subtypes.A total of 136 patients with 136 pathologically confirmed invasive breast cancers were

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d18d599ab1173c003ee6f988f54443e7
https://doi.org/10.1111/1759-7714.14673

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