Gene-Induced Multimodal Pre-training for Image-Omic Classification.
Ting JinXingran XieRenjie WanQingli LiYan WangPublished in: MICCAI (6) (2023)
Keyphrases
- image classification
- image data
- training set
- supervised learning
- input image
- classification accuracy
- single image
- training phase
- image features
- region of interest
- multiscale
- image content
- image representation
- preprocessing stage
- classifier training
- training samples
- feature selection
- image collections
- multi modal
- training process
- image feature extraction
- decision trees
- image segmentation
- image retrieval
- text classification
- machine learning
- hyperspectral images
- feature extraction
- training data
- feature vectors
- classification algorithm
- support vector machine
- test images
- image analysis
- set of training images
- edge detection
- confidence scores
- multi layer perceptron
- brain image analysis
- gene expression
- thematic mapper
- visual features
- low level
- object detectors
- high resolution
- extracted features
- support vector machine svm
- support vector
- training examples
- segmentation method