Systems and methods for classifying or selecting images based on image segmentation

    公开(公告)号:US12254673B1

    公开(公告)日:2025-03-18

    申请号:US17543985

    申请日:2021-12-07

    Abstract: The present disclosure relates to classifying and/or selecting images based on image segmentation. A classification system for classifying images includes one or more processors and at least one memory storing machine executable instructions. When the instructions are executed by the one or more processors, they cause the classification system to: access image segmentation scores for pixels of an image, and classify the entire image based on the image segmentation scores for the pixels of the image. The image segmentation scores for the pixels of the image are provided by an image segmentation system based on the image, and each of the image segmentation scores correspond to at least one pixel of the pixels of the image.

    ESTIMATING THE ADEQUACY OF A PROCEDURE
    2.
    发明公开

    公开(公告)号:US20230320562A1

    公开(公告)日:2023-10-12

    申请号:US18021030

    申请日:2021-09-01

    CPC classification number: A61B1/00009 A61B1/041 A61B1/2736 G16H30/00

    Abstract: A computer-implemented method for estimating adequacy of a capsule endoscopy (CE) procedure includes: accessing a plurality of images of at least a portion of a gastrointestinal tract (GIT) captured by a CE imaging device during a CE procedure; accessing a plurality of characteristic measures associated with the plurality of images; determining an adequacy measure for the CE procedure based on the plurality of characteristic measures, where the adequacy measure provides a measure of whether an imaging coverage provided by the plurality of images was adequate to capture an event of interest in the at least the portion of the GIT, whether or not such an event of interest actually exists in the at least the portion of the GIT; and displaying an adequacy indication for the CE procedure based on the adequacy measure.

    SYSTEMS AND METHODS FOR SELECTING IMAGES OF EVENT INDICATORS

    公开(公告)号:US20230134603A1

    公开(公告)日:2023-05-04

    申请号:US17914788

    申请日:2021-04-27

    Abstract: A system for selecting images of an event indicator includes a processor and a memory storing instructions which, when executed, cause the system to: access images of a portion of a gastrointestinal tract captured by a capsule endoscopy device; for each of the images, access one or more scores indicating a presence of an event indicator; select seed images from among the images based on the one or more scores; deduplicate the seed images for images showing the same occurrence of the event indicator, where the deduplicating utilizes a consecutive-image tracker; and present the deduplicated seed images in a graphical user interface to display potential occurrences of the event indicator.

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