Evaluation of human epidermal growth factor receptor 2 status of breast cancer using preoperative multidetector computed tomography with deep learning and handcrafted radiomics features

OBJECTIVE: To evaluate the human epidermal growth factor receptor 2 (HER2) status in patients with breast cancer using multidetector computed tomography (MDCT)-based handcrafted and deep radiomics features. METHODS: This retrospective study enrolled 339 female patients (primary cohort, n=177; valida...

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Detalhes bibliográficos
Publicado no:Chin J Cancer Res
Main Authors: Yang, Xiaojun, Wu, Lei, Zhao, Ke, Ye, Weitao, Liu, Weixiao, Wang, Yingyi, Li, Jiao, Li, Hanxiao, Huang, Xiaomei, Zhang, Wen, Huang, Yanqi, Chen, Xin, Yao, Su, Liu, Zaiyi, Liang, Changhong
Formato: Artigo
Idioma:Inglês
Publicado em: AME Publishing Company 2020
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Original Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7219093/
https://ncbi.nlm.nih.gov/pubmed/32410795
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21147/j.issn.1000-9604.2020.02.05
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