ROC curves and video analysis optimization in intestinal capsule endoscopy

@article{Vilario2006ROCCA,
  title={ROC curves and video analysis optimization in intestinal capsule endoscopy},
  author={Fernando Vilari{\~n}o and Ludmila I. Kuncheva and Petia Radeva},
  journal={Pattern Recognition Letters},
  year={2006},
  volume={27},
  pages={875-881}
}
Wireless capsule endoscopy involves inspection of hours of video material by a highly qualified professional. Time episodes corresponding to intestinal contractions, which are of interest to the physician constitute about 1% of the video. The problem is to label automatically time episodes containing contractions so that only a fraction of the video needs inspection. As the classes of contraction and non-contraction images in the video are largely imbalanced, ROC curves are used to optimize the… CONTINUE READING
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