Automated classifiers for early detection and diagnosis of retinopathy in diabetic eyes.
Gábor Márk SomfaiErika TátraiLenke LaurikBoglárka VargaVeronika ÖlvedyHong JiangJianhua WangWilliam E. SmiddyAnikó SomogyiDelia Cabrera DeBucPublished in: BMC Bioinform. (2014)
Keyphrases
- early detection
- automatic diagnosis
- skin cancer
- gastric cancer
- early diagnosis
- breast cancer
- malignant melanoma
- training data
- support vector
- decision trees
- test set
- lung cancer
- naive bayes
- automated segmentation
- feature selection
- diabetic retinopathy
- training set
- machine learning methods
- fault diagnosis
- diabetes mellitus
- model based diagnosis
- medical diagnosis
- machine learning algorithms
- feature set
- machine learning
- pairwise