Automatic Segmentation of Lung Fields in Chest Radiographs

@inproceedings{Ginneken1999AutomaticSO,
  title={Automatic Segmentation of Lung Fields in Chest Radiographs},
  author={Bram van Ginneken and Bart M. ter Haar Romeny},
  booktitle={MICCAI},
  year={1999}
}
We present algorithms for the automatic delineation of lung fields in chest radiographs. We first develop a rule-based scheme that detects lung contours using a general framework for the detection of oriented edges and ridges. This algorithm is compared to several pixel classifiers using different combinations of features. We propose a hybrid system that combines both approaches. The performance of each system is compared with interobserver variability and results available from the literature… CONTINUE READING
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