An empirical study of handcrafted and dense feature extraction techniques for lung and colon cancer classification from histopathological images.
Naresh KumarManoj SharmaVijay Pal SinghCharanjeet MadanSeema MehandiaPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- cancer classification
- histopathological images
- feature extraction
- image analysis
- cancer diagnosis
- feature selection
- gene selection
- cell nuclei
- random forest
- microarray
- lung cancer
- microarray data
- gene expression data
- gene expression profiles
- feature set
- support vector machine svm
- image processing
- feature space
- extracted features
- image classification
- face recognition
- feature vectors
- gene expression
- pattern recognition
- machine learning
- dimensionality reduction
- principal component analysis
- high dimensional
- high dimensionality
- computer aided
- decision trees