Update README.md

Author: stergioc

README.md

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 # ild-cnn
 This is supplementary material for the manuscript: 
 
-"Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network"  
-M. Anthimopoulos, S. Christodoulidis, L. Ebner, A. Christe and S. Mougiakakou
+"Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network" 
+M. Anthimopoulos, S. Christodoulidis, L. Ebner, A. Christe and S. Mougiakakou 
 IEEE Transactions on Medical Imaging (2016)