Deep variational auto-encoders for unsupervised glomerular classification.
Brendon LutnickRabi YacoubKuang-Yu JenJohn E. TomaszewskiSanjay JainPinaki SarderPublished in: Medical Imaging: Digital Pathology (2018)
Keyphrases
- supervised learning
- supervised classification
- pattern recognition
- decision trees
- unsupervised learning
- pattern classification
- support vector
- classification accuracy
- partially supervised
- decision rules
- image segmentation
- feature selection
- automatic classification
- machine learning
- data sets
- text classification
- classification process
- classification systems
- classification rate
- classification rules
- image classification
- graphical models
- optical flow
- feature vectors
- feature extraction
- model selection
- classification method
- classification models
- classification scheme
- training set
- feature space
- training data
- unsupervised methods
- data mining