Apparatus for quantitatively measuring pneumothorax in chest radiographic images based on a learning model and method therefor

摘要

A device for quantitatively measuring pneumothorax is provided. The device includes a simulated image generator that generates a two-dimensional simulated X-ray image from a three-dimensional computed tomography (CT) image taken of the chest, and the volume of pneumothorax in the computed tomography image. A volume measurement unit that calculates a volume measurement unit, a learning data generation unit that generates learning data by assigning the calculated volume of the pneumothorax to the simulated radiation image as a label, and the volume of the pneumothorax in the radiographic image of the chest through the training data. It includes a learning model generation unit that generates a learning model that calculates.