MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images.
Kaifeng PangZuhayr AsadShilin ZhaoYuankai HuoPublished in: CoRR (2022)
Keyphrases
- segmentation method
- fully automatic
- prior knowledge
- similarity measure
- synthetic and real images
- image data
- image registration
- image database
- segmentation algorithm
- active learning
- ground truth
- image analysis
- image set
- edge detection
- test images
- image retrieval
- image matching
- deformable registration
- image regions
- object recognition
- detection method
- unsupervised learning
- image quality
- input image
- single image
- image classification
- pixel values
- image features
- learning process
- linear predictors