Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions.
Ke ZouTian LinXuedong YuanHaoyu ChenXiaojing ShenMeng WangHuazhu FuPublished in: MICCAI (7) (2023)
Keyphrases
- heavy tailed distributions
- gaussian distribution
- heavy tailed
- exponential family
- diabetic retinopathy
- gaussian model
- gaussian densities
- mixture model
- learning environment
- mixture distributions
- eye tracking
- student learning
- mixture distribution
- probability distribution
- random variables
- dirichlet process
- probability distribution function
- dirichlet distribution
- student model
- optic nerve
- high school students
- intelligent tutoring systems
- eye movements
- eye gaze
- learning styles
- fundus images
- expectation maximization
- learning process
- image analysis
- online course
- gaussian mixture model
- von mises fisher
- estimate the model parameters
- real time
- disease diagnosis
- em algorithm
- retinal images
- science education
- tutoring system
- magnetic resonance