Automated lung tumor detection and diagnosis in CT Scans using texture feature analysis and SVM.
Tim AdamsJens DörpinghausMarc JacobsVolker SteinhagePublished in: FedCSIS (Communication Papers) (2018)
Keyphrases
- ct scans
- feature analysis
- tumor detection
- automated segmentation
- ct images
- computer aided diagnosis
- computed tomography
- support vector machine svm
- feature extraction
- x ray
- ct data
- support vector
- high resolution computed tomography
- computer aided
- capsule endoscopy
- computer tomography
- support vector machine
- region of interest
- automatic diagnosis
- knn
- face recognition
- computer aided detection
- feature selection
- registration accuracy
- treatment planning
- linear discriminant analysis
- feature vectors
- cad systems
- low dose
- medical images
- image analysis
- skin lesion
- pulmonary nodules
- neural network
- image reconstruction
- three dimensional
- training data
- feature space
- medical imaging
- logistic regression
- machine learning
- medical diagnosis