Explainable classifier for improving the accountability in decision-making for colorectal cancer diagnosis from histopathological images.
Patrik SabolPeter SincákPitoyo HartonoPavel KocanZuzana BenetinováAlzbeta BlichárováLudmila VerbóováErika StammováAntónia Sabolová-FabianováAnna JaskováPublished in: J. Biomed. Informatics (2020)
Keyphrases
- cancer diagnosis
- cell nuclei
- histopathological images
- decision making
- lung cancer
- gene selection
- image analysis
- cancer classification
- feature selection
- feature space
- gene expression data
- data mining
- support vector machine
- decision trees
- microarray
- feature set
- support vector
- gene expression profiles
- data preprocessing
- image enhancement
- quantitative analysis
- automated analysis
- early detection
- training set
- pattern recognition
- computer vision