Comparison of logistic regression and neural network classifiers in the detection of hard exudates in retinal images.
María GarcíaCarmen ValverdeMaría Isabel LópezJesús PozaRoberto HorneroPublished in: EMBC (2013)
Keyphrases
- logistic regression
- retinal images
- diabetic retinopathy
- optic disk
- matched filters
- vessel detection
- blood vessels
- fundus images
- chi square test
- vessel segmentation
- decision trees
- support vector
- automatic detection
- naive bayes
- early detection
- linear support vector machines
- odds ratio
- optic disc
- logistic regression models
- loss function
- breast cancer
- region of interest
- optical coherence tomography
- linear svm
- medical experts
- retinal vessel