A novel microaneurysms detection approach based on convolutional neural networks with reinforcement sample learning algorithm.
Ümit BudakAbdulkadir SengürYanhui GuoYaman AkbulutPublished in: Health Inf. Sci. Syst. (2017)
Keyphrases
- convolutional neural networks
- learning algorithm
- reinforcement learning
- detection method
- automatic detection
- false alarms
- detection algorithm
- detection rate
- machine learning
- diabetic retinopathy
- active learning
- convolutional network
- target detection
- learning scheme
- detection accuracy
- learning rate
- object detection
- face detection
- anomaly detection
- learning problems
- sample size
- multiresolution
- learning process
- object recognition
- training data
- data mining
- data sets