Fast Lung Localization in Computed Tomography by a 1D Detection Network

Deep learning models performed very well in many medical image analysis tasks. However, the majority of these results had been obtained on carefully selected datasets. At the same time, the real clinical flow of Computed Tomography studies often contains series with different properties. We address a particular discrepancy related to a much larger scanning interval, e.g., a single series for thora...