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1 Fundamenta Informaticae

1 Chen P.
1 Du S.
1 Li P.
1 Liu G.
1 Phillips P.
1 Wang S.
1 Zhang Y.

1 2017

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Pathological Brain Detection via Wavelet Packet Tsallis Entropy and Real-Coded Biogeography-based Optimization

Wang S., Li P., Chen P., Phillips P., Liu G., Du S., Zhang Y.

Fundamenta Informaticae

2017

Vol. 151, nr 1/4

275--291

(Aim) In order to detect pathological brains in a more efficient way, (Method) we proposed a novel system of pathological brain detection (PBD) that combined wavelet packet Tsallis entropy (WPTE), feedforward neural network (FNN), and real-coded biogeography-based optimization (RCBBO). (Results) The experiments showed the proposed WPTE + FNN + RCBBO approach yielded an average accuracy of 99.49% over a 255-image dataset. (Conclusions) The WPTE + FNN + RCBBO performed better than 10 state-of-the-art approaches.