MMCL-CDR: enhancing cancer drug response prediction with multi-omics and morphology images contrastive representation learning.
Yang LiZihou GuoXin GaoGuohua WangPublished in: Bioinform. (2023)
Keyphrases
- image analysis
- ground truth
- linear predictors
- image database
- three dimensional
- image data
- prediction accuracy
- perceptual information
- learning process
- image registration
- image classification
- learning algorithm
- object recognition
- supervised learning
- learning environment
- reinforcement learning
- multiscale
- image regions
- image matching
- image annotation
- prediction error
- feature representation
- similarity measure
- computer vision