Abstract: The present disclosure relates to a system and method with which an imaged range in the past can be reproduced with high precision. In accordance with certain embodiments, an X-ray CT apparatus includes a camera-image producing section for producing a first camera image of a patient, a landmark fixing section for fixing a landmark with reference to a chest of the patient, and an imaged-range defining section for defining a first imaged range in a first scan based on landmark data representing the landmark. The camera-image producing section acquires a second camera image of the patient in a follow-up examination, the landmark fixing section fixes a second landmark with reference to the chest of the patient contained in the second image, and the imaged-range defining section defines second imaged range in a second scan based on landmark data representing the landmarks, and imaged-range data representing the first imaged range.

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: Systems/techniques that facilitate deep learning robustness against display field of view (DFOV) variations are provided. In various embodiments, a system can access a deep learning neural network and a medical image. In various aspects, a first DFOV, and thus a first spatial resolution, on which the deep learning neural network is trained can fail to match a second DFOV, and thus a second spatial resolution, exhibited by the medical image. In various instances, the system can execute the deep learning neural network on a resampled version of the medical image, where the resampled version of the medical image can exhibit the first DFOV and thus the first spatial resolution. In various cases, the system can generate the resampled version of the medical image by up-sampling or down-sampling the medical image until it exhibits the first DFOV and thus the first spatial resolution.

Abstract: A system that manages a virtual object includes: a management means configured to manage viewpoint information of a user of a first terminal for a virtual object which is provided using the first terminal and which is projected in the first terminal for the user of the first terminal; and a provision means configured to provide information of the virtual object to be projected in a second terminal in response to a feature quantity in the real world for displaying the virtual object in correlation with the real world which is detected by the second terminal. Control for switching between projection of the virtual object corresponding to a viewpoint of the user of the first terminal and projection of the virtual object corresponding to a viewpoint other than the viewpoint using the managed viewpoint information on the basis of an instruction for projection of the virtual object is performed in the second terminal.

Abstract: A glasses-type information device configured to execute an application includes at least one memory storing instructions, and at least one processor executing the instructions causing the glasses-type information device to execute display control in such a manner that an image corresponding to an operation unit relating to remote control on the application is projected in a field of vision of a user wearing the glasses-type information device by using the glasses-type information device, the remote control being executed by a linked device held by the user, and execute function control of the application based on a command received from the linked device in accordance with a user operation performed by the user on the linked device.

Abstract: A glasses-type information device includes a first speaker function configured to transmit sound to a user wearing the glasses-type information device, a second speaker function configured to transmit sound to a surrounding area of the glasses-type information device, and a notification function including at least any of a vibration function and a function of turning on a lamp. When temples of the glasses-type information device are folded and the glasses-type information device is not worn by the user, the first speaker function is disabled and output processing is performed using at least any of the second speaker function and the notification function for an application installed on the glasses-type information device.

Abstract: A computed tomography (CT) system with one or a plurality of processors to perform operations. The operations include reconstructing a series of virtual monochromatic X-ray images of the first energy and a series of virtual monochromatic X-ray images of the second energy based on data collected from an imaging subject, inputting the input image generated based on the reconstructed virtual monochromatic X-ray images of the second energy to the trained model and using the trained model to infer a series of virtual monochromatic X-ray image of the first energy, and generating a corrected series of virtual monochromatic X-ray images of the first energy based on the first reconstructed series of virtual monochromatic X-ray images of the first energy and the inferred series of virtual monochromatic X-ray images of the first energy.

Abstract: A driving assistance apparatus includes an on-vehicle sensor and a driving assistance ECU. The ECU detects presence of a preceding vehicle traveling immediately forward of an own vehicle, on the basis of pieces of information from the sensor, chooses the preceding vehicle as a vehicle to follow, and controls a drive apparatus, a braking apparatus, and a steering apparatus such that the own vehicle follows the vehicle to follow. When the own vehicle follows a first vehicle chosen as the vehicle to follow and the speed of the own vehicle or the first vehicle is a predetermined threshold speed or lower, upon determination that the own vehicle can follow a second vehicle traveling faster than the own vehicle in a second lane located adjacent to a first lane in which the own vehicle is traveling, the ECU changes the vehicle to follow from the first vehicle to the second vehicle.

Abstract: The present disclosure relates to a system and method with which an imaged range in the past can be reproduced with high precision. In accordance with certain embodiments, an X-ray CT apparatus includes a camera-image producing section for producing a first camera image of a patient, a landmark fixing section for fixing a landmark with reference to a chest of the patient, and an imaged-range defining section for defining a first imaged range in a first scan based on landmark data representing the landmark. The camera-image producing section acquires a second camera image of the patient in a follow-up examination, the landmark fixing section fixes a second landmark with reference to the chest of the patient contained in the second image, and the imaged-range defining section defines second imaged range in a second scan based on landmark data representing the landmarks, and imaged-range data representing the first imaged range.

Abstract: The present disclosure relates to a system and method with which an imaged range in the past can be reproduced with high precision. In accordance with certain embodiments, an X-ray CT apparatus includes a camera-image producing section for producing a first camera image of a patient, a landmark fixing section for fixing a landmark with reference to a chest of the patient, and an imaged-range defining section for defining a first imaged range in a first scan based on landmark data representing the landmark. The camera-image producing section acquires a second camera image of the patient in a follow-up examination, the landmark fixing section fixes a second landmark with reference to the chest of the patient contained in the second image, and the imaged-range defining section defines second imaged range in a second scan based on landmark data representing the landmarks, and imaged-range data representing the first imaged range.

Abstract: Systems/techniques that facilitate machine learning generation of low-noise and high structural conspicuity images are provided. In various embodiments, a system can access an image and can apply at least one of image denoising or image resolution enhancement to the image, thereby yielding a first intermediary image. In various instances, the system can generate, via execution of a plurality of machine learning models, a plurality of second intermediary images based on the first intermediary image, wherein a given machine learning model in the plurality of machine learning models receives as input the first intermediary image, wherein the given machine learning model produces as output a given second intermediary image in the plurality of second intermediary images, and wherein the given second intermediary image represents a kernel-transformed version of the first intermediary image. In various cases, the system can generate a blended image based on the plurality of second intermediary images.

Abstract: Various methods and systems are provided for computed tomography imaging. In one embodiment, a method includes acquiring, with an x-ray detector and an x-ray source coupled to a gantry, a three-dimensional image volume of a subject while the subject moves through a bore of the gantry and the gantry rotates the x-ray detector and the x-ray source around the subject, inputting the three-dimensional image volume to a trained deep neural network to generate a corrected three-dimensional image volume with a reduction in aliasing artifacts present in the three-dimensional image volume, and outputting the corrected three-dimensional image volume. In this way, aliasing artifacts caused by sub-sampling may be removed from computed tomography images while preserving details, texture, and sharpness in the computed tomography images.

Abstract: Techniques are described for enhancing the quality of three-dimensional (3D) anatomy scan images using deep learning. According to an embodiment, a system is provided that comprises a memory that stores computer executable components, and a processor that executes the computer executable components stored in the memory. The computer executable components comprise a reception component that receives a scan image generated from 3D scan data relative to a first axis of a 3D volume, and an enhancement component that applies an enhancement model to the scan image to generate an enhanced scan image having a higher resolution relative to the scan image. The enhancement model comprises a deep learning neural network model trained on training image pairs respectively comprising a low-resolution scan image and a corresponding high-resolution scan image respectively generated relative to a second axis of the 3D volume.

Abstract: To provide a technique with which dose indices can be managed for body parts in a range to be imaged on a body part-by-body part basis, an X-ray CT apparatus comprises: image producing unit (51) for producing a scout image (10) of a patient; defining unit (52) for defining a range (11) to be imaged in the scout image (10); segmenting unit (53) for segmenting the range (11) to be imaged into two body parts; identifying unit (54) for identifying which one of body parts (12) included in a human body each of the two body parts corresponds to; and calculating unit (55) for calculating a dose index for each of the two body parts.

Abstract: The present disclosure relates to a system and method with which an imaged range in the past can be reproduced with high precision. In accordance with certain embodiments, an X-ray CT apparatus includes a camera-image producing section for producing a first camera image of a patient, a landmark fixing section for fixing a landmark with reference to a chest of the patient, and an imaged-range defining section for defining a first imaged range in a first scan based on landmark data representing the landmark. The camera-image producing section acquires a second camera image of the patient in a follow-up examination, the landmark fixing section fixes a second landmark with reference to the chest of the patient contained in the second image, and the imaged-range defining section defines second imaged range in a second scan based on landmark data representing the landmarks, and imaged-range data representing the first imaged range.

Abstract: To provide a technique with which dose indices can be managed for body parts in a range to be imaged on a body part-by-body part basis, an X-ray CT apparatus comprises: image producing unit (51) for producing a scout image (10) of a patient; defining unit (52) for defining a range (11) to be imaged in the scout image (10); segmenting unit (53) for segmenting the range (11) to be imaged into two body parts; identifying unit (54) for identifying which one of body parts (12) included in a human body each of the two body parts corresponds to; and calculating unit (55) for calculating a dose index for each of the two body parts.

Abstract: A printing apparatus acquires change history information indicating a print setting value of a print setting item has been changed in accordance with received change instructions, with the print setting item being a print setting item that has not been able to be set for the print job selected from a list by an external device having transmitted the print job to the printing apparatus, and displays recommended settings that are print settings determined based on the acquired change history information about the selected print job. A print setting value of a print setting item of a print job selected from the list is changed based on a selection of the displayed recommended settings, and the selected print job is executed by using print setting values including the print setting value that has been changed in accordance with the received change instruction.

Abstract: A printing apparatus comprising: an operation device; a memory storing instructions; and a processor which is capable of executing the instructions causing the printing apparatus to: receive a print job from an external device; store the received print job; receive a change instruction for a print setting for the stored print job from a user by the operation device; execute the stored print job by using the print setting that has been changed in accordance with the received change instruction; manage change history information indicating a content of the change of the print setting; and present a recommended setting that is a print setting determined based on the managed change history information by the operation device upon receipt of the change instruction for the print setting for the stored print job from the user by the operation device.

Abstract: A cable according to the present invention comprising: a connector to be connected to a subject device; a bundle of electric wires for supplying signals and/or power to the connector; and a holding member for holding the connector and the electric wires, the connector and the electric wires being connected inside the holding member, a direction of the connector extending to the outside from the holding member being same with a direction of the electric wire being drawn out to the outside from the holding member.