Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images.
Alessandro Sebastian PoddaRiccardo BaliaSilvio BarraSalvatore CartaGianni FenuLeonardo PianoPublished in: J. Comput. Sci. (2022)
Keyphrases
- fully automated
- deep learning
- fully automatic
- breast cancer diagnosis
- breast ultrasound images
- unsupervised learning
- machine learning
- manual segmentation
- segmentation algorithm
- image segmentation
- level set
- feature selection
- decision trees
- pattern recognition
- feature vectors
- ultrasound image segmentation
- shape prior
- multiscale
- semi automatic
- training set
- medical imaging
- feature extraction
- segmentation method
- maximum likelihood
- brain mri
- medical images
- semi supervised