ARTIFICIAL INTELLIGENCE PROCESSING SYSTEM AND AUTOMATED PRE-DIAGNOSTIC WORKFLOW FOR DIGITAL PATHOLOGY

    公开(公告)号:US20220084660A1

    公开(公告)日:2022-03-17

    申请号:US17416376

    申请日:2020-05-29

    摘要: A digital pathology system comprising an AI processing module configured to invoke an instance of an AI processing application for processing image data from a histological image and an application module configured to invoke an instance of an application operable to perform an image processing task on a histological image associated with a patient record, wherein the image processing task includes an AI element. The application creates processing jobs to handle the AI elements of its task which are handled by the AI processing module. The AI processing module may be a CNN that processes a histological image to identify tumors by classifying image pixels into one of multiple tissue classes of tumorous or non-tumorous tissue. A test ordering module automatically determines based on identified tissue classes whether additional tests should be performed on the tissue sample. For each additional test, an order is automatically created and submitted. Advantageously, upon first review by a pathologist, the patient record includes the histological image and results from the automatically ordered additional tests.

    USER-ASSISTED ITERATION OF CELL IMAGE SEGMENTATION

    公开(公告)号:US20220277440A1

    公开(公告)日:2022-09-01

    申请号:US17634212

    申请日:2020-09-02

    IPC分类号: G06T7/00 G06T7/11

    摘要: A segmentation of cell image data obtains cell segmentation data for the nuclei, cytoplasm and cell membranes, which are displayed on an image pane. A data pane is also displayed which contains a table with rows specific to cells and columns specific to cell attributes. In an editing session, a user can select cells for deletion either from the data pane or the image pane. Responsive to a selection via the data pane, the image pane is updated and responsive to a selection via the image pane, the data pane is updated. At any time, the user can command a re-segmentation taking account of the edits, which starts from a version of the previous nuclear segmentation data which has been edited to remove data relating to cells selected for deletion and then from that determines the cytoplasm and cell membrane segmentation data.

    User-assisted iteration of cell image segmentation

    公开(公告)号:US12131465B2

    公开(公告)日:2024-10-29

    申请号:US17634212

    申请日:2020-09-02

    IPC分类号: G06T7/00 G06T7/11

    摘要: A segmentation of cell image data obtains cell segmentation data for the nuclei, cytoplasm and cell membranes, which are displayed on an image pane. A data pane is also displayed which contains a table with rows specific to cells and columns specific to cell attributes. In an editing session, a user can select cells for deletion either from the data pane or the image pane. Responsive to a selection via the data pane, the image pane is updated and responsive to a selection via the image pane, the data pane is updated. At any time, the user can command a re-segmentation taking account of the edits, which starts from a version of the previous nuclear segmentation data which has been edited to remove data relating to cells selected for deletion and then from that determines the cytoplasm and cell membrane segmentation data.