Adaptive sample size re-estimation in MRMC studies.
Weijie ChenZhipeng HuangFrank W. SamuelsonLucas TcheukoPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Keyphrases
- sample size
- model selection
- experimental design
- random sampling
- statistical tests
- small sample
- small sample size
- statistical power
- upper bound
- pac learning
- vc dimension
- small samples
- covariance matrix
- worst case
- number of training samples
- random sample
- generalization error
- special case
- variance reduction
- random samples
- data sets
- association rules
- feature selection
- supervised learning
- regression model