Prognostic Staging System for Esophageal Cancer Using Lasso, Cox and CS-SVM.
Qing LiuWenhao ZhangJunwei SunYanfeng WangPublished in: BIC-TA (2) (2021)
Keyphrases
- breast cancer
- feature selection
- lung cancer
- gene selection
- support vector
- support vector machine svm
- survival analysis
- support vector machine
- logistic regression
- svm classifier
- cross validation
- early detection
- knn
- computer science
- linear support vector machines
- regression model
- multi class
- cancer diagnosis
- prostate cancer
- cancer patients
- microarray data
- speech signal
- elastic net
- breast cancer patients
- kaplan meier
- sparse representation
- machine learning
- kernel function
- svm classification
- least squares
- cancer classification
- variable selection
- neural network
- survival data
- ridge regression
- gene expression profiles
- survival prediction
- feature extraction
- training data
- hyperplane
- support vectors
- ls svm
- classification algorithm
- training set
- pattern recognition
- speech recognition
- clinical data
- data mining