MohisnFurkh/bus_seg

Breast mass segmentation in US with deep learning

Breast mass segmentation in ultrasound (in construction)

This site describes how to use the selective kernel U-Net (SK-U-Net) for breast mass segmentation in ultrasound imaging. We provide several examples that might be useful for other researchers interested in this topic.

Methods

Architecture of the SK-U-Net is presented below:

About

If you find this site useful for your work, consider citing our paper (bibtex) :

• M. Byra, P. Jarosik. A. Szubert, M. Galperin, H. Ojeda-Fournier, L. Olson, M. O'Boyle, C. Comstock, M. Andre. Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network. Biomedical Signal Processing and Control, 2020

Libs

• Keras 2.2.4
• TensorFlow 1.10.0
• cv2 3.1.0