Large scale digital prostate pathology image analysis combining feature extraction and deep neural network.
Naiyun ZhouAndriy FedorovFiona FennessyRon KikinisYi GaoPublished in: CoRR (2017)
Keyphrases
- image analysis
- neural network
- feature extraction
- pattern recognition
- texture classification
- image processing
- texture analysis
- digital image analysis
- image segmentation
- mathematical morphology
- feature vectors
- pattern classification
- ultrasound images
- small scale
- preprocessing
- computer vision
- extracted features
- back propagation
- support vector machine svm
- image classification
- dimensionality reduction
- visual inspection
- feature selection
- prostate cancer
- multi layer perceptron
- feature extractors
- prostate segmentation
- genetic algorithm
- neural network model
- discriminant analysis
- fault diagnosis
- principal component analysis
- wavelet transform
- feature space
- feed forward
- radial basis function
- multilayer perceptron
- recurrent neural networks
- prediction model
- texture features
- image enhancement
- remote sensing
- frequency domain
- artificial neural networks