Machine learning generation of low-noise and high structural conspicuity images

    公开(公告)号:US12141900B2

    公开(公告)日:2024-11-12

    申请号:US17543234

    申请日:2021-12-06

    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.

    SYSTEMS, ASSEMBLIES, AND METHODS OF FABRICATION OF LIQUID METAL RADIO-FREQUENCY COIL ASSEMBLIES OF A MAGNETIC RESONANCE SYSTEM

    公开(公告)号:US20240369655A1

    公开(公告)日:2024-11-07

    申请号:US18312999

    申请日:2023-05-05

    Abstract: A method of fabricating a liquid metal radio-frequency (RF) coil assembly of a magnetic resonance (MR) system using a sewing machine is provided. The method includes providing a sewing accessory assembly, the sewing accessory assembly including a substrate holder and a presser foot. The method also includes attaching the presser foot with a sewing machine, positioning the substrate holder containing a first substrate underneath a needle arm of the sewing machine, and carving a pattern of grooves on a surface of the first substrate using the presser foot by operating the sewing machine. The method further includes forming RF coil loops by depositing liquid metal in the grooves and applying a second substrate over the RF coil loops.

    METHODS AND SYSTEMS FOR ASSISTED DIAGNOSTIC SCAN ACQUISITION

    公开(公告)号:US20240366174A1

    公开(公告)日:2024-11-07

    申请号:US18312436

    申请日:2023-05-04

    Inventor: Brian E. Nett

    Abstract: Various methods and systems are provided for an x-ray imaging system. In one example, a method for the system includes, responsive to operation of the x-ray imaging system in an automated mode, generating a difference image from a first image and a second image. The difference image is displayed at a display device to allow motion outside of a region of interest (ROI) to be detected based on analysis of the difference image. Further, the difference image is displayed before a contrast agent reaches the ROI.

    SYSTEM AND METHOD FOR MEASURING RADIOTRACER BOLUS MORPHOLOGY FOR QUANTITATIVE ANALYSIS

    公开(公告)号:US20240358333A1

    公开(公告)日:2024-10-31

    申请号:US18138862

    申请日:2023-04-25

    CPC classification number: A61B6/037 A61B6/486 A61B6/507 G06T2207/30104

    Abstract: A computer-implemented method for determining a flow rate for a given vessel includes obtaining, via a processor, dynamic three-dimensional (3D) images of a subject utilizing nuclear medicine imaging. The method also includes obtaining, via the processor, injection parameters for a radiotracer bolus injected into the subject via an automated injector. The method further includes generating, via the processor, time activity curves (TACs) for the radiotracer bolus from the 3D images. The method even further includes estimating, via the processor, the flow rate for the given vessel based on a morphology of the one or more TACs and the injection parameters.

    SYSTEMS AND METHODS FOR RADIATION ENTRY IN DOSE MANAGEMENT

    公开(公告)号:US20240355449A1

    公开(公告)日:2024-10-24

    申请号:US18305017

    申请日:2023-04-21

    CPC classification number: G16H20/40 A61N5/00

    Abstract: Various methods and systems are provided for agnostic transmission of radiation information data. In one example, a radiation manual entry tool (RMET) includes a worklist access component series configured to receive via a network a first user input requesting access to a modality worklist, transform the first user input from a first format to a second format, transmit the first user input via the network, and receive a requested modality worklist via the network. The RMET further includes a data submission component series configured to receive via the network a second user input including radiation dose information manually entered into the requested modality worklist, transform the second user input from the first format to the second format, transmit the second user input via the network, and receive a message via the network confirming receipt of the manually entered radiation dose information for a scheduled procedure of the requested modality worklist.

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