Prediction of axillary lymph node metastasis in early breast cancer patients with ultrasonic videos based deep learning

Prediction of axillary lymph node metastasis in early breast cancer patients with ultrasonic videos based deep learning

ObjectiveTo develop a deep learning (DL) model for predicting axillary lymph node (ALN) metastasis using dynamic ultrasound (US) videos in breast cancer patients.MethodsA total of 271 US videos from 271 early breast cancer patients collected from Xiang’an Hospital of Xiamen University andShantou Cen...

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Bibliographic Details
Main Authors: Wei-Bin Li, Zhi-Cheng Du, Yue-Jie Liu, Jun-Xue Gao, Jia-Gang Wang, Qian Dai, Wen-He Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Oncology
Subjects:
axillary lymph node metastasis
artificial intelligence
ultrasound video image
breast lesion
deep learning model
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2023.1219838/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2023.1219838/full

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