Multi-modality multi-scale cardiovascular disease subtypes classification using Raman image and medical history.
Bo YuHechang ChenChengyou JiaHongren ZhouLele CongXiankai LiJianhui ZhuangXianling CongPublished in: Expert Syst. Appl. (2023)
Keyphrases
- multiscale
- multi modality
- image classification
- cardiovascular disease
- image analysis
- image features
- image segmentation
- input image
- multi modal
- edge detection
- classification accuracy
- medical diagnosis
- svm classification
- feature extraction
- pattern recognition
- mutual information
- support vector
- machine learning
- vector field
- support vector machine
- high resolution
- feature vectors
- support vector machine svm
- cross validation
- classification method
- contrast enhancement
- clinical diagnosis
- region of interest
- medical imaging
- model selection
- image registration
- expert systems
- feature selection