Predicting Microsatellite Instability from Pathological Images Using Self-Supervised Learning Methods.
Ruyun RuanShoujin HuangLiyilei SuRashid KhanBingding HuangPublished in: AAIA (2023)
Keyphrases
- test images
- learning process
- empirical studies
- image set
- image analysis
- synthetic and real images
- ground truth
- image features
- image database
- three dimensional
- visual object recognition
- computer vision algorithms
- learning tasks
- input image
- image data
- learning algorithm
- image classification
- online learning
- image registration
- image matching
- object recognition
- edge detection
- significant improvement
- image retrieval
- feature descriptors
- salient features
- reinforcement learning
- image resolution
- linear predictors