A new COVID-19 classification approach based on Bayesian optimization SVM kernel using chest X-ray datasets.
M. LakshmiRaja DasBalakrishnama ManoharPublished in: Evol. Syst. (2024)
Keyphrases
- x ray
- support vector
- support vector machine svm
- kernel machines
- x ray images
- svm classification
- support vector machine
- feature space
- intraoperative
- kernel function
- svm classifier
- medical imaging
- digital x ray images
- histogram intersection kernel
- feature vectors
- kernel methods
- feature selection
- linear svm
- ct scans
- three dimensional
- lung nodules
- tomographic images
- multiple kernel learning
- electron microscopy
- decision trees
- projection images
- low dose
- feature extraction
- training set
- pre operative
- fluoroscopic images
- chest radiographs
- cone beam
- computed tomography
- automatic segmentation