Gene-induced Multimodal Pre-training for Image-omic Classification.
Ting JinXingran XieRenjie WanQingli LiYan WangPublished in: CoRR (2023)
Keyphrases
- image classification
- image data
- training set
- input image
- image features
- image content
- single image
- image feature extraction
- pattern recognition
- multiscale
- training process
- training samples
- region of interest
- segmentation method
- textural features
- brain image analysis
- image representation
- preprocessing stage
- image retrieval
- feature extraction
- supervised learning
- edge detection
- classifier training
- multi modal
- discriminative classifiers
- high resolution
- test images
- image collections
- machine learning
- image segmentation
- hyperspectral images
- training phase
- extracted features
- image set
- support vector
- feature vectors
- image analysis
- neural network
- text classification
- low level
- multi layer perceptron
- support vector machine svm
- confidence scores
- feature selection
- thematic mapper
- image registration