Approximating the Ideal Observer and Hotelling Observer for Binary Signal Detection Tasks by Use of Supervised Learning Methods.
Weimin ZhouHua LiMark A. AnastasioPublished in: IEEE Trans. Medical Imaging (2019)
Keyphrases
- significant improvement
- supervised learning
- signal detection
- preprocessing
- machine learning
- benchmark datasets
- data mining
- learning algorithm
- cross validation
- training set
- qualitative and quantitative
- machine learning methods
- labeled data
- computational cost
- real time
- reinforcement learning
- clustering algorithm
- computer vision
- information retrieval
- data sets