Differentiation and prediction of pneumoconiosis stage by computed tomography texture analysis based on U-Net neural network.
Xinxin HuRongsheng ZhouMaoneng HuJing WenTong ShenPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- texture analysis
- computed tomography
- neural network
- ct images
- medical imaging
- medical images
- image reconstruction
- ct scans
- image analysis
- three dimensional
- multiresolution
- computed tomography scans
- texture classification
- texture features
- gray level
- texture images
- ct data
- texture discrimination
- co occurrence
- texture characterization
- gabor filters
- feature extraction
- local binary pattern
- prediction error
- pattern recognition
- region of interest
- gabor filtering
- lung nodules
- computer aided diagnosis
- computer vision
- patient specific
- high quality
- object recognition
- training set
- x ray
- bit rate
- face detection