Abstract: A method for performing cardiac motion compensation in a computed tomography (CT) imaging system is provided. The method includes receiving projection data acquired from an imaging object by the CT imaging system. The method also includes, until a predefined termination criterion is met, iteratively reconstructing, based on estimated cardiac motion, the received projection data to generate a motion-compensated image of the imaging object, determining a vessel region of interest (ROI) within the generated motion-compensated image, and updating the estimated cardiac motion, based on an optimization cost function associated with the determined vessel ROI. The method further includes outputting, as a final reconstructed image of the imaging object, the generated motion-compensated image.

Abstract: A medical image processing method includes obtaining a set of projection data acquired in a computed tomography (CT) scan of a three-dimensional region of an object to be examined; generating for each time point of a plurality of time points of the CT scan based on a part of the obtained set of projection data corresponding to the time point, a pair of feature maps for estimating motion at the time point so as to generate a plurality of pairs of feature maps, each feature map representing a feature of an image reconstructed from the part of the obtained set of projection data; estimating, based on the generated plurality of pairs of feature maps, a four-dimensional motion field; and reconstructing, based on the estimated four-dimensional motion field and the obtained set of projection data, a CT image of the object.

Abstract: An information processing method controls a CT scanner such that the method includes, but is not limited to, determining an X-ray irradiation period from an electrocardiogram acquired from an electrocardiography device attached to a living object to be imaged, by processing the electrocardiogram at multiple different cardiac phases; performing, by controlling a CT gantry including and rotatably supporting an X-ray source and an X-ray detector, a diagnostic CT scan in the determined X-ray irradiation period, of at least a part of the heart region, to obtain a CT image; and causing a display unit to display the obtained CT image. The method can be performed at least by an information processing apparatus including processing circuitry and/or computer instructions stored in a non-transitory computer readable storage medium for performing the method.

Abstract: An apparatus is provided with processing circuitry that receives a phase image acquired at a corresponding cardiac phase, determines, from the received phase image, a mask image of a particular cardiac region, applies both the determined mask image and the phase image to inputs of a trained neural network model to obtain, from outputs of the neural network model, a location probability map. The neural network model is trained with a set of input data and a corresponding set of output data. The input data includes a training mask image and a training phase image, and the output data includes a training location probability map. The processing circuitry calculates, for the cardiac phase, from the determined location probability map output from the trained neural network model, a value of a cardiac motion metric. The determined location probability map specifies a probable location of a cardiac vessel.

Abstract: An information processing method controls a CT scanner such that the method includes, but is not limited to, determining an X-ray irradiation period from an electrocardiogram acquired from an electrocardiography device attached to a living object to be imaged, by processing the electrocardiogram at multiple different cardiac phases; performing, by controlling a CT gantry including and rotatably supporting an X-ray source and an X-ray detector, a diagnostic CT scan in the determined X-ray irradiation period, of at least a part of the heart region, to obtain a CT image; and causing a display unit to display the obtained CT image. The method can be performed at least by an information processing apparatus including processing circuitry and/or computer instructions stored in a non-transitory computer readable storage medium for performing the method.

Abstract: A memory management method includes: performing a first-level collection operation upon first storage units in a memory pool allocated in a memory device; and after the first storage units are processed by the first-level collection operation, performing a second-level collection operation upon second storage units in the memory pool allocated in the memory device, wherein one of the first-level collection operation and the second-level collection operation is a page-level collection operation, and another of the first-level collection operation and the second-level collection operation is a bank-level collection operation.

Abstract: A system and method for the prevention of malicious file copying detects a file copy operation indicative of copying a file to an electronic clipboard. If the file copy operation is detected, the computer reads file contents of the copied file, and scrambles the file contents. If a file paste operation indicative of the copied file being pasted to a designated file system path, the computer pastes the scrambled file to the designated file system path. File attributes of the scrambled file are the same as file attributes of the copied file.

Abstract: A method for reading image files using an electronic device sends a communication command from a field programmable gate array (FPGA) of the electronic device to a host computer, receives a read command for reading an image file sent from the host computer by the FPGA. The method further reads the image file from a storage device of the electronic device if the storage device includes the image file, parses the image file, places the parsed image file in a virtual drive of the FPGA, and reads the parsed image file from the virtual drive of the FPGA by the host computer.

Abstract: A system and method for the prevention of malicious file copying detects a file copy operation indicative of copying a file to an electronic clipboard. If the file copy operation is detected, the computer reads file contents of the copied file, and scrambles the file contents. If a file paste operation indicative of the copied file being pasted to a designated file system path, the computer pastes the scrambled file to the designated file system path. File attributes of the scrambled file are the same as file attributes of the copied file.