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Deep learning radiomics model based on breast ultrasound video to predict HER2 expression status

PURPOSE: The detection of human epidermal growth factor receptor 2 (HER2) expression status is essential to determining the chemotherapy regimen for breast cancer patients and to improving their prognosis. We developed a deep learning radiomics (DLR) model combining time-frequency domain features of...

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Detalles Bibliográficos
Autores principales: Quan, Meng-Yao, Huang, Yun-Xia, Wang, Chang-Yan, Zhang, Qi, Chang, Cai, Zhou, Shi-Chong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153672/
https://www.ncbi.nlm.nih.gov/pubmed/37143737
http://dx.doi.org/10.3389/fendo.2023.1144812