Rapid Segmentation and Diagnosis of Breast Tumor Ultrasound Images at the Sonographer Level Using Deep Learning

Rapid Segmentation and Diagnosis of Breast Tumor Ultrasound Images at the Sonographer Level Using Deep Learning

Background: Breast cancer is one of the most common malignant tumors in women. A noninvasive ultrasound examination can identify mammary-gland-related diseases and is well tolerated by dense breast, making it a preferred method for breast cancer screening and of significant clinical value. However,...

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Bibliographic Details
Main Authors: Lei Yang, Baichuan Zhang, Fei Ren, Jianwen Gu, Jiao Gao, Jihua Wu, Dan Li, Huaping Jia, Guangling Li, Jing Zong, Jing Zhang, Xiaoman Yang, Xueyuan Zhang, Baolin Du, Xiaowen Wang, Na Li
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Bioengineering
Subjects:
convolutional neural network
ultrasound
breast cancer
tumor identification
auxiliary diagnosis
Online Access:https://www.mdpi.com/2306-5354/10/10/1220

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