Improving the performance of machine learning algorithms using fuzzy-based features for medical x-ray image classification.
Fatemeh GhofraniMohammad Sadegh HelfroushHabibollah DanyaliKamran KazemiPublished in: J. Intell. Fuzzy Syst. (2014)
Keyphrases
- x ray
- machine learning algorithms
- medical imaging
- image classification
- input features
- machine learning models
- benchmark data sets
- machine learning approaches
- learning algorithm
- feature extraction
- learning models
- x ray images
- machine learning
- machine learning methods
- intraoperative
- image features
- digital x ray images
- decision trees
- three dimensional
- tomographic images
- electron microscopy
- ct scans
- standard machine learning algorithms
- projection images
- computer vision
- ct images
- supervised machine learning algorithms
- transmission electron microscopy
- feature detection
- fuzzy rules
- spam filtering
- image processing
- data sets
- feature vectors
- statistical machine learning
- face recognition
- image segmentation
- metal oxide
- digital subtraction angiography
- multi view