Determining the adjusted initial treatment dose of warfarin anticoagulant medicine using kernel-based support vector regression.
Rouhollah MaghsoudiMitra MirzarezaeeMehdi SadeghiBabak Nadjar AraabiPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- support vector regression
- support vector
- clinical decision making
- support vector machine
- radiation therapy
- support vector machine svm
- support vector classification
- hybrid model
- extreme learning machine
- regression model
- kernel function
- wavelet neural network
- back propagation neural network
- kernel methods
- hybrid genetic
- clinical practice
- small animal
- response surface methodology
- clinical data
- singular spectrum analysis
- multi category
- nonlinear regression
- ionizing radiation
- forecasting model
- kernel learning
- sequential minimal optimization
- multiple kernel learning
- real valued
- ct images
- classification accuracy
- feature extraction
- image sequences
- data mining