Mixture model-based clustering and logistic regression for automatic detection of microaneurysms in retinal images.
Clara I. SánchezRoberto HorneroAgustín MayoMaría GarcíaPublished in: Medical Imaging: Computer-Aided Diagnosis (2009)
Keyphrases
- logistic regression
- automatic detection
- diabetic retinopathy
- retinal images
- blood vessels
- credit scoring
- decision trees
- support vector
- vessel segmentation
- breast cancer
- optic disk
- linear support vector machines
- vessel detection
- logistic regression models
- fundus images
- naive bayes
- loss function
- early detection
- logistic model
- region of interest
- mixture model
- data points
- information extraction
- odds ratio
- optical coherence tomography
- optic disc
- text mining
- markov random field
- medical images
- age related macular degeneration