Automatic eczema classification in clinical images based on hybrid deep neural network.
Assad RasheedArif Iqbal UmarSyed Hamad ShiraziZakir KhanShah NawazMuhammad ShahzadPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- neural network
- image classification
- pattern recognition
- fully automatic
- image database
- three dimensional
- image analysis
- image data
- image features
- image retrieval
- image collections
- test images
- high resolution computed tomography
- automatic annotation
- input image
- image set
- ground truth
- classification accuracy
- clinical applications
- machine learning
- learning vector quantization
- pigmented skin lesions
- support vector machine svm
- text classification
- object recognition
- computer vision
- feature selection
- image registration
- decision trees
- artificial neural networks
- multi layer perceptron
- computer aided diagnosis systems
- feature points
- lung disease
- skin lesion
- training set
- feature maps
- feature vectors
- neural network model
- region of interest
- edge detection
- semi automatic
- segmentation method
- back propagation
- visual features