An investigation of attention mechanisms in histopathology whole-slide-image analysis for regression objectives.
Philippe WeitzYinxi WangJohan HartmanMattias RantalainenPublished in: ICCVW (2021)
Keyphrases
- image analysis
- regression model
- linear regression
- regression analysis
- gaussian processes
- image segmentation
- image understanding
- visual attention
- scale space
- database
- support vector regression
- mathematical morphology
- medical imaging
- building blocks
- model selection
- regression problems
- pattern recognition
- focus of attention
- visual inspection
- image processing
- computer aided diagnosis
- partial least squares
- regression method
- medical image analysis
- genetic programming
- multi agent systems
- support vector
- case study
- decision trees
- computer vision