ROC operating point selection for classification of imbalanced data with application to computer-aided polyp detection in CT colonography

@article{Song2013ROCOP,
  title={ROC operating point selection for classification of imbalanced data with application to computer-aided polyp detection in CT colonography},
  author={Bowen Song and Guopeng Zhang and Wei Zhu and Zhengrong Liang},
  journal={International Journal of Computer Assisted Radiology and Surgery},
  year={2013},
  volume={9},
  pages={79-89}
}
   Computer-aided detection and diagnosis (CAD) of colonic polyps always faces the challenge of classifying imbalanced data. In this paper, three new operating point selection strategies based on receiver operating characteristic curve are proposed to address the problem.    Classification on imbalanced data performs inferiorly because of a major reason… CONTINUE READING