Ensemble Prostate Tumor Classification in H&E Whole Slide Imaging via Stain Normalization and Cell Density Estimation.
Michaela WeingantHayley M. ReynoldsAnnette HaworthCatherine MitchellScott WilliamsMatthew D. DiFrancoPublished in: MLMI (2015)
Keyphrases
- density estimation
- tumor classification
- feature selection
- multi step
- gene selection
- mixture model
- gene expression data
- image processing
- density function
- probability density function
- gene expression profiles
- outlier detection
- neural network
- ensemble methods
- em algorithm
- gaussian mixture model
- computer vision
- cluster analysis
- expectation maximization
- active learning
- pattern recognition
- gene expression
- microarray data
- microarray
- self organizing maps
- probability distribution
- training data
- similarity measure