Towards deep radiomics: nodule malignancy prediction using CNNs on feature images.
Rahul PaulDmitry CherezovMatthew B. SchabathRobert J. GilliesLawrence O. HallDmitry B. GoldgofPublished in: Medical Imaging: Computer-Aided Diagnosis (2019)
Keyphrases
- image features
- image database
- input image
- three dimensional
- ground truth
- image data
- image registration
- image analysis
- image retrieval
- image set
- image matching
- computer aided diagnosis
- neural network
- rigid body
- prediction model
- lighting conditions
- region of interest
- image regions
- computer graphics
- prediction accuracy
- edge detection
- multiscale
- segmentation method
- test images
- image classification
- feature detectors
- similarity measure