Application of the fuzzy ARTMAP neural network model to medical pattern classification tasks

@article{Downs1996ApplicationOT,
  title={Application of the fuzzy ARTMAP neural network model to medical pattern classification tasks},
  author={Joseph Downs and Robert F. Harrison and R. Lee Kennedy and Simon S. Cross},
  journal={Artificial intelligence in medicine},
  year={1996},
  volume={8 4},
  pages={
          403-28
        }
}
This paper presents research into the application of the fuzzy ARTMAP neural network model to medical pattern classification tasks. A number of domains, both diagnostic and prognostic, are considered. Each such domain highlights a particularly useful aspect of the model. The first coronary care patient prognosis, demonstrates the ARTMAP voting strategy involving 'pooled' decision-making using a number of networks, each of which has learned a slightly different mapping of input features to… CONTINUE READING
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