Fig. 1

Block diagram of the modification of the VGG16/19 network. The usual information flow from input image to output classification is indicated by thin vertical arrows. The information flow in the case of psoriasis classification follows the horizontal double arrows connecting three convolutional blocks in the VGG16 with the SVM classifier. The output of the SVM classifier can be used both for individual scans as well for majority voting for a single patient