Selection of examples in case-based computer-aided decision systems.

@article{Mazurowski2008SelectionOE,
  title={Selection of examples in case-based computer-aided decision systems.},
  author={Maciej A. Mazurowski and Jacek M. Zurada and Georgia D. Tourassi},
  journal={Physics in medicine and biology},
  year={2008},
  volume={53 21},
  pages={6079-96}
}
Case-based computer-aided decision (CB-CAD) systems rely on a database of previously stored, known examples when classifying new, incoming queries. Such systems can be particularly useful since they do not need retraining every time a new example is deposited in the case base. The adaptive nature of case-based systems is well suited to the current trend of continuously expanding digital databases in the medical domain. To maintain efficiency, however, such systems need sophisticated strategies… CONTINUE READING

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