Multi-task learning for segmentation and classification of breast tumors from ultrasound images.
Qiqi HeQiuju YangHang SuYixuan WangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- ultrasound images
- breast tumors
- multi task learning
- digital mammograms
- fractal analysis
- numerical data
- multi task
- edge detection
- textural features
- automated detection
- ultrasonic images
- learning tasks
- image segmentation
- breast cancer
- decision trees
- level set
- gaussian processes
- segmentation algorithm
- image analysis
- feature selection
- multiscale
- fractal dimension
- classification accuracy
- texture analysis
- data sets
- support vector
- receiver operating characteristic
- image processing
- machine learning