Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network.
Michal ByraPiotr JarosikAleksandra SzubertMichael Y. GalperinHaydee Ojeda-FournierLinda K. OlsonMary O'BoyleChristopher ComstockMichael P. AndréPublished in: Biomed. Signal Process. Control. (2020)
Keyphrases
- convolutional neural network
- ultrasound imaging
- segmentation algorithm
- ultrasound images
- level set
- face detection
- carotid artery
- digital mammography
- medical images
- multiscale
- image segmentation
- region growing
- segmentation method
- kernel function
- kernel methods
- breast cancer
- shape prior
- computer aided detection
- breast mri
- digitized mammograms
- neural network
- ultrasound guided
- volume data
- fully unsupervised
- segmentation accuracy
- medical imaging
- image analysis
- feature space
- dce mri
- echocardiographic images
- feature selection
- computer vision