Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets.
Ignacio A. IllánJavier RamírezJ. M. GórrizKatja Pinker-DomenigAnke Meyer-BaesePublished in: SOCO-CISIS-ICEUTE (2018)
Keyphrases
- medical imaging
- imbalanced datasets
- support vector
- medical images
- x ray
- image analysis
- image registration
- image processing
- image segmentation
- cost sensitive learning
- class imbalance
- class distribution
- kernel function
- remote sensing
- decision trees
- logistic regression
- imbalanced data
- computer vision
- sampling methods
- classification accuracy
- svm classifier
- ensemble methods
- training dataset
- binary classification
- machine learning
- semi supervised
- feature selection
- random sampling
- face recognition
- pattern recognition
- cross validation
- neural network