Fig. 1From: Automated classification of dense calcium tissues in gray-scale intravascular ultrasound images using a deep belief networkOverall workflow of the proposed method for DC characterization (DC: dense calcium, and PCA: principal component analysis). The proposed method has two slightly different pipelines for training and testing data sets. Feature selection was only performed on the training set. When testing the network, only the selected features were extractedBack to article page