Scientific reports
Preoperative assessment of axillary lymph node tumor burden in cT1-2N0 breast cancer patients with a modality-adaptive network based on sentinel lymph node ultrasound images.
Yuanjing Gao, Difei Gu, Juan Li, Zihan Niu, Rui Liu, Yanwen Luo, Mengyuan Zhou, Mengsu Xiao, Feng Mao, Yidong Zhou, Yuxin Jiang, Hongsheng Li, Man Lu, Qingli Zhu
Published: 202610.1038/s41598-025-34371-y
Abstract
To determine a direct method for diagnosing axillary lymph node (ALN) tumor burden preoperatively in cT1-2N0 breast cancer patients, we developed and validated a deep learning (DL) model based on ultrasound (US) images of sentinel lymph nodes (SLNs)…
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