Leveraging unsupervised training sets for multi-scale compartmentalization in renal pathology.
Brendon LutnickJohn E. TomaszewskiPinaki SarderPublished in: Medical Imaging: Digital Pathology (2017)
Keyphrases
- multiscale
- training set
- supervised learning
- image segmentation
- scale space
- semi supervised
- coarse to fine
- active learning
- wavelet transform
- multiple scales
- medical data
- training examples
- image representation
- completely unsupervised
- unsupervised learning
- data driven
- supervised classification
- optic flow
- training samples
- using artificial neural networks
- edge detection
- natural images
- image processing
- data sets
- training data
- svm classifier
- decision trees
- wavelet decomposition
- genetic algorithm
- machine learning
- multiresolution
- object recognition
- computer vision
- learning algorithm
- unsupervised methods
- neural network