Evaluating a Neural Network Decision-Support Tool for the Diagnosis of Breast Cancer

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Downs, J. ; Harrison, R.F. ; Cross, S. (1994)
  • Publisher: Department of Automatic Control and Systems Engineering
  • Subject:
    acm: ComputingMethodologies_PATTERNRECOGNITION

This paper describes the evaluation of an applicant of the ARTMAP neural network model to the diagnosis of breast cancer from fine-needle aspirates of the breast. The network has previously demonstrated very high performance when used with high-quality data provided by an expert pathologist. New performance results are provided for its use with "noisy" data provided by an inexperienced pathologist......
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