Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images.
Yejia ZhangNishchal SapkotaPengfei GuYaopeng PengHao ZhengDanny Z. ChenPublished in: BIBM (2022)
Keyphrases
- image data
- spatial information
- image classification
- image features
- image analysis
- ground truth
- object recognition
- input image
- reinforcement learning
- online learning
- active learning
- three dimensional
- image database
- prior knowledge
- learning algorithm
- edge detection
- region of interest
- spatial correlation
- spatial features
- image registration
- image collections
- rigid body
- keypoints
- medical images
- learning process
- feature vectors
- multiscale
- image processing