MAG: A Simple Learning-Based Patient-Level Aggregation Method for Detecting Microsatellite Instability from Whole-Slide Images.
Kaifeng PangZuhayr AsadShilin ZhaoYuankai HuoPublished in: ISBI (2022)
Keyphrases
- segmentation method
- fully automatic
- synthetic and real images
- test images
- learning process
- prior knowledge
- region of interest
- image matching
- unsupervised learning
- edge detection
- image database
- learning algorithm
- image features
- pixel level
- reinforcement learning
- ccd camera
- image set
- geometric constraints
- detection method
- segmentation algorithm
- image classification
- image data
- object recognition
- matching algorithm
- image regions
- high resolution
- principal components
- pixel values
- image analysis
- image retrieval
- object detectors
- similarity measure