Abstract: Systems and methods are described, which generate a plurality of virtual monochromatic X-ray images having different energy levels even with a CT system with single energy CT. An example CT system includes an X-ray tube in which a prescribed tube voltage (120 (kVp)) is applied and one or more processors. The one or more processors perform an operation including inputting a CT image generated based on the single energy CT data collected from a subject body to a trained neural network (94), and causing the trained neural network to infer 40 (keV), 50 (keV), 60 (keV), 80 (keV), 90 (keV), and 100 (keV) virtual monochromatic X-ray images based on the CT image.

Abstract: A device including one or more processor for performing an operation, the operation including inputting a CT image into a first trained neural network, causing the first trained neural network to infer a virtual monochromatic X-ray image based on the CT image, generating a water density image and iodine density image based on the CT image and the virtual monochromatic X-ray image inferred by the first trained neural network, inputting the water density image and iodine density image into a second trained neural network, and causing the second trained neural network to infer a water density image and iodine density image based on the water density image and iodine density image.

Abstract: An airway device is disclosed. The airway device includes a tubular structure including a first end region having a first opening and a second end region having a second opening. A mask is in the tubular structure and the mask defines the first opening. An inflatable balloon is proximate to the first end region of the tubular structure, and a pilot tube can be in communication with the inflatable balloon.

Abstract: An airway device is disclosed. The airway device includes a tubular structure including a first end region having a first opening and a second end region having a second opening. A mask is in the tubular structure and the mask defines the first opening. An inflatable balloon is proximate to the first end region of the tubular structure, and a pilot tube can be in communication with the inflatable balloon.