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A multimodal ultrasound-based model combining tumor radiomics and axillary lymph node morphologic classification for predicting axillary nodal burden in breast cancer

ObjectiveTo develop and validate a multimodal ultrasound-based model integrating tumor radiomics and axillary lymph node (ALN) morphologic classification for preoperative prediction of axillary nodal metastasis burden in breast cancer.MethodsThis retrospective study included 583 patients with pathol...

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Principais autores: Renjie Lu, Taiyu Yang, Linlin Pan, Linlin Shao, Lili Zhang, Fangfang Sun, Jie Du, Lirong Zhao
פורמט: Artigo
שפה:Inglês
יצא לאור: Frontiers Media S.A. 2026-06-01
סדרה:Frontiers in Endocrinology
נושאים:
axillary lymph node burden
breast cancer
machine learning
radiomics
ultrasound
גישה מקוונת:https://www.frontiersin.org/articles/10.3389/fendo.2026.1847368/full
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