Improved Accuracy in Automatic Detection of Tuberculosis Disease from Lung CT images using Support Vector Machine Classifier over K-Nearest Neighbours Classifier.
Tishya ShakyaR. Beaulah JeyavathanaP. Kiran KumarPublished in: ICCR (2022)
Keyphrases
- automatic detection
- ct images
- improved accuracy
- support vector machine classifier
- k nearest neighbour
- support vector machine
- knn
- computed tomography
- medical images
- ct scans
- chronic obstructive pulmonary disease
- k nearest neighbor
- svm classifier
- pet ct
- medical imaging
- nearest neighbour
- prediction accuracy
- lung nodules
- treatment planning
- nodule detection
- pulmonary nodules
- lymph nodes
- computer tomography
- lung parenchyma
- region of interest
- feature extraction
- support vector machine svm
- nearest neighbor
- machine learning
- clinical applications
- pattern recognition
- data sets
- imaging modalities
- x ray
- data points
- feature vectors
- training set
- neural network