Breast cancer screening using convolutional neural network and follow-up digital mammography

• Main Authors: Zheng, Yufeng, Yang, Clifford, Merkulov, Alex
• Format: Conference Proceeding
• Language: English
• Published: SPIE 14.05.2018

We propose a computer-aided detection (CAD) method for breast cancer screening using convolutional neural network (CNN) and follow-up scans. First, mammographic images are examined by three cascading object detectors to detect suspicious cancerous regions. Then all regional images are fed to a train...