Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions - Lessmann, Nikolas; van Ginneken, Bram; Zreik, Majd; de Jong, Pim A.; de Vos, Bob D.; Viergever, Max A.; Isgum, Ivana (IEEE transactions on medical imaging, 2018)
Keywords: Aged; Algorithms; Aorta; Aortic valve; Aortic Valve - diagnostic imaging; Aortic Valve - pathology; Aortic Valve Stenosis - diagnostic imaging; Arteries; Arteriosclerosis; Artificial neural networks; Atherosclerosis; Calcification; Calcification (ectopic); Calcinosis - diagnostic imaging; Calcium; Calcium scoring; Cancer; Cancer screening; Cardiovascular diseases; Chest; Computed tomography; convolutional neural networks; Coronary artery; Coronary Artery Disease - diagnostic imaging; Coronary vessels; Coronary Vessels - diagnostic imaging; Deep learning; dilated convolutions; Health risks; Heart diseases; Humans; Image detection; Image reconstruction; low-dose chest CT; Lung cancer; lung cancer screening; Lung Neoplasms - diagnostic imaging; Lungs; Medical imaging; Medical screening; Middle Aged; Mitral valve; Neural networks; Neural Networks (Computer); Radiography, Thoracic - methods; Risk assessment; Smoking; Thorax; Tomography; Tomography, X-Ray Computed - methods; Valves; Veins & arteries