Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images.
Jaouad TagnamasHiba RamadanAli YahyaouyHamid TairiPublished in: Vis. Comput. Ind. Biomed. Art (2024)
Keyphrases
- ultrasound images
- breast tumors
- multi task
- medical ultrasound
- ultrasound imaging
- digital mammograms
- numerical data
- edge detection
- fractal analysis
- automated detection
- ultrasonic images
- feature selection
- breast cancer
- image segmentation
- data sets
- level set
- multiscale
- feature extraction
- decision trees
- input image
- noisy images
- region growing
- support vector machine
- classification accuracy
- feature space
- support vector
- face recognition