A novel approach for tuberculosis screening based on deep convolutional neural networks

This work designed CAD system based on deep CNN for automatic TB screening based on large-scale chest X-rays, which achieved viable TB screening performance of 0.96, 0.93 and 0.88 in terms of AUC for three real field datasets, respectively, by exploiting the effect of transfer learning.