AUTOMATIC CERTAINTY EVALUATOR FOR RADIOLOGY REPORTS

    公开(公告)号:US20230274816A1

    公开(公告)日:2023-08-31

    申请号:US18015998

    申请日:2021-07-14

    CPC classification number: G16H30/40 G16H15/00 G06N20/00 G16H30/20

    Abstract: A non-transitory computer readable medium (26) stores instructions readable and executable by at least one electronic processor (20) to perform a radiology report analysis method (100). The method includes: identifying occurrences of radiology findings (36) and associated uncertainty indicators (38) in a plurality of radiology reports (32); assigning uncertainty scores (40) on a numerical scale to the identified occurrences of radiology findings based on the associated uncertainty indicators; and providing a user interface (UI) (28) on a display device (24) operatively connected with the at least one electronic processor that displays a representation (44) of the uncertainty scores assigned to the occurrences of radiology findings.

    AD HOC MODEL BUILDING AND MACHINE LEARNING SERVICES FOR RADIOLOGY QUALITY DASHBOARD

    公开(公告)号:US20230230678A1

    公开(公告)日:2023-07-20

    申请号:US17928945

    申请日:2021-06-04

    CPC classification number: G16H30/40 G16H15/00

    Abstract: A method (100) of generating and using one or more radiology analysis tools comprising: providing a labeling user interface (28, 40) on the workstation via which a user creates a labeled dataset by defining label types; receiving a user selection of desired output as at least one of the defined label types; identifying a proposed machine learning (ML) model based on the defined label types and the desired output; providing one or more GUI dialogs (40) presenting the proposed ML model and allowing the user to generate a user-designed proposed ML model (38) from the proposed ML model; training the user-designed ML model using training data comprising at least a portion of the labeled dataset, thereby generating a trained ML model (44); and deploying the trained ML model for an analysis process applied to at least a portion of radiology images and/or radiology reports in.

    APPARATUS FOR PROVIDING MAMMOGRAPHY QUALITY ANALYTICS

    公开(公告)号:US20190313992A1

    公开(公告)日:2019-10-17

    申请号:US16468741

    申请日:2017-12-15

    Abstract: The present invention relates to an apparatus for providing mammography quality analytics. It is described to provide (210) at least one mammogram. A plurality of mammogram acquisition parameters is provided (220), wherein at least one mammogram acquisition parameter is associated with a corresponding mammogram. The at least one mammogram is analysed (230) and a plurality of breast positioning quality parameters is generated, wherein at least one breast positioning quality parameter is associated with a corresponding mammogram. The plurality of mammogram acquisition parameters and the plurality of breast positioning quality parameters is analysed (240) and quality control information is generated (240).

    COMPRESSION AND SHIELDING DEVICE
    8.
    发明申请

    公开(公告)号:US20170143283A1

    公开(公告)日:2017-05-25

    申请号:US15127570

    申请日:2015-03-25

    CPC classification number: A61B6/0414 A61B6/107 A61B6/502

    Abstract: The present invention relates to a compression and shielding device (10) for X-ray mammography, an X-ray mammography system, and a method for X-ray mammography. The compression and shielding device (10) for X-ray mammography comprises a compression element (11), and a shielding (12). The compression element (11) is arranged to compress a part of the breast to be examined. The shielding (12) is to be arranged between an X-ray source (2) and the compression element (11) to shield an uncompressed part of the breast from the X-ray radiation. The shielding (12) is formed to allow the direction of X-ray radiation to the compressed part of the breast and to keep an uncompressed part of the breast uncovered.

    INSTANT SCOUT SCAN CHECKER
    9.
    发明公开

    公开(公告)号:US20230298745A1

    公开(公告)日:2023-09-21

    申请号:US18017100

    申请日:2021-07-23

    CPC classification number: G16H40/63 G16H30/40

    Abstract: An apparatus (1) for use in conjunction with a medical imaging device (2) having an imaging device controller (4) that displays a graphical user interface (GUI) (8) including a preview image viewport (9). The apparatus includes at least one electronic processor (20) programmed to: receive a video feed (17) of the GUI displayed on the imaging device controller; extract a preview image (12) displayed in the preview image viewport from the live video feed of the GUI; perform an image analysis (38) on the extracted preview image to detect one or more image features (42) indicative of one or more potential problems associated with a medical imaging examination performed with the medical imaging device; and output an alert (30) when one or more potential problems associated with the medical imaging examination is detected from the one or more image features.

    APPARATUS FOR TOMOSYNTHESIS IMAGE RECONSTRUCTION

    公开(公告)号:US20190259187A1

    公开(公告)日:2019-08-22

    申请号:US16085615

    申请日:2017-11-03

    Abstract: The present invention relates to an apparatus for tomosynthesis image reconstruction. It is described to provide (210) a first projection image data set and a second projection image data set acquired after acquisition of the first projection image data set, wherein, the first projection image data set comprises first projection data, and the second projection image data set comprises second projection data, and wherein the first projection image data set is useable for the reconstruction of a tomosynthesis image of at least a region of interest of a body part and wherein the second projection image data set is useable for the reconstruction of a tomosynthesis image of at least the region of interest of the body part. A subset of the first projection data is selected (220). An enhanced image of at least the region of interest of the body part is reconstructed (230) on the basis of the subset of the first projection data and second projection reconstruction data comprising at least a first subset of the second projection data. Information is output (240) relating to the enhanced image of at least the region of interest of the body part.

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