Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features.
Nurullah ÇalikAbdulkadir AlbayrakAsli Unlu AkhanIlknur TürkmenAbdulkerim ÇaparBehcet Ugur TöreyinGokhan BilginBahar MuezzinogluLutfiye Durak-AtaPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- classification accuracy
- feature vectors
- feature set
- support vector machine classification
- feature extraction
- classification process
- feature space
- classification method
- classification models
- extracted features
- class labels
- svm classifier
- nearest neighborhood
- benchmark datasets
- pattern recognition
- image analysis
- feature selection
- skin lesion
- digital mammograms
- feature values
- support vector
- image classification
- decision trees
- benign and malignant
- features extraction
- keypoints
- machine learning
- training set
- gray level
- feature subset
- computer aided diagnosis
- image registration
- classification algorithm
- textural features
- x ray
- spatial information
- confocal images
- image features