Improved Loss Function for Mass Segmentation in Mammography Images Using Density and Mass Size.
Parvaneh AliniyaMircea NicolescuMonica N. NicolescuGeorge BebisPublished in: J. Imaging (2024)
Keyphrases
- loss function
- digital mammography
- segmentation method
- segmentation algorithm
- image analysis
- breast cancer
- test images
- edge detection
- early detection of breast cancer
- aspect ratio
- image regions
- pairwise
- input image
- image segmentation
- image features
- image retrieval
- learning to rank
- region growing
- mammographic images
- computer aided
- medical images
- image registration
- empirical risk
- segmentation accuracy
- support vector
- logistic regression
- digital mammograms
- object segmentation
- computer aided diagnosis
- solution path
- least squares
- similarity measure
- automatic annotation
- bounding box
- training set
- image classification
- multi class
- feature vectors