Early detection of breast cancer in mammograms using the lightweight modification of efficientNet B3

• Main Authors: Ruza, Nabilah, Hussain, Saiful Izzuan, Che Mohamed, Siti Kamariah, Arzmi, Mohd Hafiz
• Format: Article
• Language: English
• Published: Scipedia S.L 2023
• Subjects: R Medicine (General)
• Online Access: http://irep.iium.edu.my/108242/6/108242_Early%20detection%20of%20breast%20cancer%20in%20mammograms.pdf; http://irep.iium.edu.my/108242/; https://www.scipedia.com/public/Ruza_et_al_2023a

Breast cancer is one of the leading causes of death in women worldwide and early detection is critical to improving survival rates. In this study, we present a modified deep learning method for automatic feature detection for breast mass classification on mammograms. We propose to use EfficientNet,...