Dual-Branch Convolutional Neural Network Based on Ultrasound Imaging in the Early Prediction of Neoadjuvant Chemotherapy Response in Patients With Locally Advanced Breast Cancer

The early prediction of a patient’s response to neoadjuvant chemotherapy (NAC) in breast cancer treatment is crucial for guiding therapy decisions. We aimed to develop a novel approach, named the dual-branch convolutional neural network (DBNN), based on deep learning that uses ultrasound (US) images...

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Detalles Bibliográficos
Autores principales: Xie, Jiang, Shi, Huachan, Du, Chengrun, Song, Xiangshuai, Wei, Jinzhu, Dong, Qi, Wan, Caifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9026439/
https://www.ncbi.nlm.nih.gov/pubmed/35463368
http://dx.doi.org/10.3389/fonc.2022.812463

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9026439/
https://www.ncbi.nlm.nih.gov/pubmed/35463368
http://dx.doi.org/10.3389/fonc.2022.812463

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