Improved Breast Cancer Classification through Combining Transfer Learning and Attention Mechanism

Improved Breast Cancer Classification through Combining Transfer Learning and Attention Mechanism

Breast cancer, a leading cause of female mortality worldwide, poses a significant health challenge. Recent advancements in deep learning techniques have revolutionized breast cancer pathology by enabling accurate image classification. Various imaging methods, such as mammography, CT, MRI, ultrasound...

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Bibliographic Details
Main Authors: Asadulla Ashurov, Samia Allaoua Chelloug, Alexey Tselykh, Mohammed Saleh Ali Muthanna, Ammar Muthanna, Mehdhar S. A. M. Al-Gaashani
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Life
Subjects:
breast cancer
CNN
attention mechanism
transfer learning
classification
malignant
Online Access:https://www.mdpi.com/2075-1729/13/9/1945

Internet

https://www.mdpi.com/2075-1729/13/9/1945

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