Background. Tuberculosis is a chronic lung disease that occurs due to bacterial infection and one of the top ten causes human death. As part automated diagnostic system, detecting tuberculosis lesions on computed tomograms lungs in automatic mode an urgent task. Objective. We are aimed solve segmentation tuberculosis-affected areas problem computer using digital image processing based U-network...