Feature Ranking Importance from Multimodal Radiomic Texture Features using Machine Learning Paradigm: A Biomarker to Predict the Lung Cancer.
Seong-O ShimMonagi H. AlkinaniLal HussainWajid AzizPublished in: Big Data Res. (2022)
Keyphrases
- lung cancer
- texture features
- feature ranking
- machine learning
- feature selection
- feature set
- texture analysis
- support vector machine
- feature vectors
- cancer diagnosis
- gabor filters
- feature extraction
- gray level
- image features
- feature subset
- feature subset selection
- lung nodules
- random forest
- high dimensionality
- distance measure
- classification models
- text categorization
- risk factors
- support vector
- fold cross validation
- machine learning methods
- missing values
- text classification
- gene selection
- feature space
- pattern recognition
- multi layer perceptron
- feature selection algorithms
- gene expression data
- model selection
- image classification
- data analysis
- image segmentation
- image analysis
- learning algorithm