Dimensionality Reduction Strategies for CNN-Based Classification of Histopathological Images.
Silvia CascianelliRaquel Bello-CerezoFrancesco BianconiMario Luca FravoliniMehdi BelalBarbara PalumboJakob N. KatherPublished in: IIMSS (2017)
Keyphrases
- dimensionality reduction
- histopathological images
- feature extraction
- high dimensionality
- pattern recognition
- feature selection
- feature space
- classification accuracy
- support vector machine svm
- feature vectors
- convolutional neural network
- data sets
- decision trees
- machine learning
- support vector machine
- image analysis
- feature set
- random forest