Related papers

Breast cancer detection using synthetic mammograms from generative adversarial networks in convolutional neural networks

JMI Shuyue Guan, Murray Loew, "Breast cancer detection using synthetic mammograms from generative adversarial networks in convolutional neural networks," J. Med. Imag. 6(3) 031411 (23 March 2019); doi: 10.1117/1.JMI.6.3.031411. Paper

SPIE Shuyue Guan, Murray Loew, "Using generative adversarial networks and transfer learning for breast cancer detection by convolutional neural networks," Proc. SPIE 10954, Medical Imaging 2019: Imaging Informatics for Healthcare, Research, and Applications, 109541C (25 March 2019); doi: 10.1117/12.2512671. Paper

Codes description

The flowchart of experiment plan. Red file names show what codes are used for in our experiments.

In the JMI paper:

In the SPIE paper: