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Fuzzy Sugeno integral interpretation with application in histopathology image analysis

Tabakov M., Kwaśnicka H., Możejko K.

Systems Science

2010

Vol. 36, no 4

71-82

In this article, we present the specification of a histopathology image retrieval system, based on Sugeno fuzzy integral, applied to the breast cancer diagnosis. The system proposed can be used as a medical decision support tool. The decision problem under consideration is related to the problem of recognition of histopathology images with respect to the degree of HER2/neu receptor overexpression. The proposed solution is based on Sugeno fuzzy integral with well-defined interpretation of the problem. Experiments showed usefulness of our approach.