Learning the ideal observer for SKE detection tasks by use of convolutional neural networks.
Weimin ZhouMark A. AnastasioPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Keyphrases
- convolutional neural networks
- learning process
- multiple tasks
- online learning
- learning systems
- automatic detection
- learning algorithm
- supervised learning
- detection method
- detection algorithm
- false positives
- background knowledge
- knowledge acquisition
- multi task
- learning scheme
- multi task learning
- learning environment