In this work, a multi-scaling classification approach for breast cancer detection has been presented. The approach exploits the generalization capabilities of a SVM-based methodology and a multi-resolution strategy. In order to assess the effectiveness and the feasibility of the proposed technique, a preliminary result has been reported.
An integration between SVM classifiers and multi-resolution techniques for early breast cancer detection
Rocca, Paolo;Viani, Federico;Donelli, Massimo;Benedetti, Manuel;Massa, Andrea
2008-01-01
Abstract
In this work, a multi-scaling classification approach for breast cancer detection has been presented. The approach exploits the generalization capabilities of a SVM-based methodology and a multi-resolution strategy. In order to assess the effectiveness and the feasibility of the proposed technique, a preliminary result has been reported.File in questo prodotto:
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