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Erschienen in:
2013 | OriginalPaper | Buchkapitel
Medical Image Classification and Symptoms Detection Using Fuzzy NARX Technique
verfasst von : Ho Pham Huy Anh, Le Tan Loi
Erschienen in: 4th International Conference on Biomedical Engineering in Vietnam
Verlag: Springer Berlin Heidelberg
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In this paper the novel neural NARX technique was applied for classification and detection purposes. Decision making was performed in two stages: feature extraction using the principal component analysis (PCA) and the neural NARX model trained with the backpropagation method. The performance of the neural NARX-based classifier was evaluated in terms of training and classification accuracies. The results confirmed that the proposed neural NARX-based classifier has potential in detecting the tumors.