Non-small cell lung carcinoma histopathological subtype phenotyping using high-dimensional multinomial multiclass CT radiomics signature.
Zahra KhodabakhshiShayan MostafaeiHossein ArabiMehrdad OveisiIsaac ShiriHabib ZaidiPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- multi class
- high dimensional
- ct images
- computed tomography
- ct scans
- multiclass classification
- support vector machine
- binary classification
- pairwise
- medical images
- multi class classification
- multiple classes
- feature selection
- x ray
- multiclass problems
- binary classifiers
- cost sensitive
- text categorization
- probabilistic model
- feature space
- error correcting output codes
- perceptron algorithm
- high dimensionality
- training samples
- dimensionality reduction
- variable selection
- multi task
- base classifiers
- medical imaging
- high dimensional data
- naive bayes
- image classification
- cost sensitive classification
- multiclass learning
- multiclass support vector machines