Learning the Hotelling observer for SKE detection tasks by use of supervised learning methods.
Weimin ZhouHua LiMark A. AnastasioPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Keyphrases
- supervised learning
- learning algorithm
- reinforcement learning
- unsupervised learning
- multiple tasks
- empirical studies
- computational cost
- significant improvement
- learning tasks
- learning process
- multiple instance learning
- training data
- statistical learning
- prior knowledge
- supervised and unsupervised learning
- automatic detection
- online learning
- machine learning methods
- human experts
- learning systems
- multi task
- machine learning
- learning machines
- discriminative learning
- feature construction
- computer vision
- semi supervised