Machine learning- based lung disease diagnosis from CT images using Gabor features in Littlewood Paley empirical wavelet transform (LPEWT) and LLE.
Rajneesh Kumar PatelManish KashyapPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2023)
Keyphrases
- ct images
- disease diagnosis
- gabor features
- machine learning
- wavelet transform
- computed tomography
- gabor filters
- ct scans
- medical images
- face recognition
- multiresolution
- feature extraction
- medical imaging
- texture information
- facial expression recognition
- dimensionality reduction
- multiscale
- high dimensional
- linear discriminant analysis
- lung nodules
- region of interest
- lung parenchyma
- data mining
- pet ct
- low dimensional
- pattern recognition
- computer vision
- feature selection
- high dimensional data
- pulmonary nodules
- early diagnosis
- facial expressions
- texture features
- classification accuracy
- data analysis
- imaging modalities
- medical data
- heart disease
- support vector machine
- texture analysis
- ground glass opacity