Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation.
Gleb MakarchukVladimir KondratenkoMaxim PisovArtem PimkinEgor KrivovMikhail BelyaevPublished in: CoRR (2018)
Keyphrases
- pigmented skin lesions
- segmentation algorithm
- neural network
- image classification
- image analysis
- segmentation method
- pattern recognition
- test images
- input image
- microscopic images
- skin lesion
- segmented images
- image data
- ground truth
- image regions
- accurate segmentation
- pixel wise
- microscopy images
- tubular structures
- image database
- edge detection
- segmentation accuracy
- fully automatic
- adaptive thresholding
- feature extraction and selection
- image segmentation
- grey level
- segmentation errors
- classification accuracy
- image retrieval
- decision trees
- pixel level
- level set
- training set
- automatic segmentation
- feature extraction
- gabor filters
- feature space
- automatically segmented
- three dimensional
- active contours
- image registration
- image features
- support vector machine
- image segmentation algorithms
- object recognition
- feature vectors
- digital imaging
- region growing
- shape prior
- multiple objects