On Combining Computer-Aided Detection Systems

  title={On Combining Computer-Aided Detection Systems},
  author={Meindert Niemeijer and Marco Loog and Michael D. Abr{\`a}moff and Max A. Viergever and Mathias Prokop and Bram van Ginneken},
  journal={IEEE Transactions on Medical Imaging},
Computer-aided detection (CAD) is increasingly used in clinical practice and for many applications a multitude of CAD systems have been developed. In practice, CAD systems have different strengths and weaknesses and it is therefore interesting to consider their combination. In this paper, we present generic methods to combine multiple CAD systems and investigate what kind of performance increase can be expected. Experimental results are presented using data from the ANODE09 and ROC09 online CAD… CONTINUE READING
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