Explainable Ensemble Machine Learning for Breast Cancer Diagnosis based on Ultrasound Image Texture Features.
Alireza RezazadehYasamin JafarianAli KordPublished in: CoRR (2022)
Keyphrases
- texture features
- breast cancer diagnosis
- ultrasound images
- machine learning
- texture analysis
- breast cancer
- texture classification
- speckle noise
- texture information
- learning algorithm
- gray level
- feature vectors
- texture images
- machine learning methods
- gabor filters
- local binary pattern
- image features
- feature extraction
- feature selection
- color features
- ultrasound imaging
- texture feature extraction
- distance measure
- ensemble methods
- feature set
- pattern recognition
- edge detection
- cancer diagnosis
- decision trees
- training set
- text classification
- data mining
- low contrast
- support vector
- random forest
- natural images