TY - JOUR
T1 - Effect of spider-web-plot in MR brain image classification
AU - Zhang, Yudong
AU - Dong, Zhengchao
AU - Ji, Genlin
AU - Wang, Shuihua
N1 - Publisher Copyright:
© 2015 Elsevier B.V.
PY - 2015/8/1
Y1 - 2015/8/1
N2 - Abstract This letter researched on the effect of spider-web-plot, which was proposed in the literature "M. Saritha, K.P. Joseph, A.T. Mathew, Classification of MRI brain images using combined wavelet entropy based spider web plots and probabilistic neural network, Pattern Recognit. Lett. 34 (2013) 2151-2156". We found it was unnecessary to use spider-web-plot as feature transform method. In addition, our simulation results showed that removing the procedure of spider-web-plot yielded the same classification accuracy of 100%.
AB - Abstract This letter researched on the effect of spider-web-plot, which was proposed in the literature "M. Saritha, K.P. Joseph, A.T. Mathew, Classification of MRI brain images using combined wavelet entropy based spider web plots and probabilistic neural network, Pattern Recognit. Lett. 34 (2013) 2151-2156". We found it was unnecessary to use spider-web-plot as feature transform method. In addition, our simulation results showed that removing the procedure of spider-web-plot yielded the same classification accuracy of 100%.
KW - Classification
KW - Machine learning
KW - Magnetic resonance imaging
KW - Spider-web-plot
UR - http://www.scopus.com/inward/record.url?scp=84929627799&partnerID=8YFLogxK
U2 - 10.1016/j.patrec.2015.04.016
DO - 10.1016/j.patrec.2015.04.016
M3 - Article
AN - SCOPUS:84929627799
SN - 0167-8655
VL - 62
SP - 14
EP - 16
JO - Pattern Recognition Letters
JF - Pattern Recognition Letters
M1 - 6215
ER -