Effects of sample size on classifier design for computer-aided diagnosis.
Heang-Ping ChanBerkman SahinerRobert F. WagnerNicholas PetrickPublished in: Medical Imaging: Image Processing (1998)
Keyphrases
- sample size
- computer aided diagnosis
- computer aided
- small sample
- upper bound
- experimental design
- feature selection
- medical images
- lesion detection
- random sampling
- medical imaging
- model selection
- breast cancer
- image analysis
- decision trees
- computer vision
- machine learning
- lung nodules
- cad systems
- design process
- image registration
- objective function
- small samples
- statistical power
- neural network