Multi-Tasking U-Shaped Network for Benign and Malignant Classification of Breast Masses

Multi-Tasking U-Shaped Network for Benign and Malignant Classification of Breast Masses

The benign and malignant (BM) classification of breast masses based on mammography is a key step in the diagnosis of early breast cancer and an effective way to improve the survival rate of patients. Nevertheless, due to the differences in size, shape and texture of breast masses and the visual simi...

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Bibliographic Details
Main Authors: Haichao Cao, Shiliang Pu, Wenming Tan, Junyan Tong, Di Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Classification of benign and malignant
image enhance
label smoothing
transfer learning
computer aid diagnosis
Online Access:https://ieeexplore.ieee.org/document/9284440/

Internet

https://ieeexplore.ieee.org/document/9284440/

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