Synthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction.
Renhao LiuLawrence O. HallKevin W. BowyerDmitry B. GoldgofRobert A. GatenbyKaoutar Ben AhmedPublished in: SMC (2017)
Keyphrases
- image data
- input image
- single image
- image analysis
- survival prediction
- image classification
- image features
- image segmentation
- image retrieval
- multiscale
- class distribution
- learning algorithm
- pattern recognition
- similarity measure
- edge detection
- machine learning algorithms
- image regions
- high resolution
- feature vectors
- training set
- feature selection