A CNN-SVM hybrid model for the classification of thyroid nodules in medical ultrasound images.
Rajshree SrivastavaPardeep KumarPublished in: Int. J. Grid Util. Comput. (2022)
Keyphrases
- ultrasound images
- hybrid model
- support vector machine svm
- support vector machine
- support vector
- support vector regression
- speckle noise
- feature extraction
- knn
- k nearest neighbor
- decision trees
- edge detection
- artificial neural networks
- classification accuracy
- feature space
- pattern recognition
- medical ultrasound
- active contour segmentation
- radial basis function
- lung nodules
- hybrid models
- speckle reduction
- feature vectors
- ultrasound imaging
- carotid artery
- forecasting accuracy
- normal tissue
- machine learning
- kernel function
- text classification
- feature set
- feature selection
- computer vision
- genetic algorithm
- data sets