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Jainy Sachdeva, Vinod Kumar, Indra Gupta, Niranjan Khandelwal and Chirag kamal Ahuja A dual neural network ensemble approach for multiclass brain tumor classification International Journal for Numerical Methods in Biomedical Engineering 28

Version of Record online: 16 APR 2012 | DOI: 10.1002/cnm.2481

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Dual level neural network ensemble approach is proposed for classification of five classes of primary and secondary brain tumors and a normal class. The detailed experimentation is performed for testing purposes by using large diversified dataset of 856 segmented regions of interest from 428 images. Principal component analysis is used for reduction of dimensionality. High overall classification accuracies of 95.85% and 90.4% are achieved during the experiments.

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