LESS: Label-efficient multi-scale learning for cytological whole slide image screening.
Beidi ZhaoWenlong DengZi Han (henry) LiChen ZhouZuhua GaoGang WangXiaoxiao LiPublished in: Medical Image Anal. (2024)
Keyphrases
- gray level
- input image
- image segmentation
- multiscale
- natural images
- image analysis
- image retrieval
- learning process
- image features
- edge detection
- low level
- wavelet decomposition
- spatial information
- reinforcement learning
- image classification
- learning algorithm
- image data
- image representation
- active learning
- region of interest
- medical images
- feature space
- supervised learning
- keypoints
- image matching
- image structure
- multiple scales
- linear predictors
- spatial color