METHOD FOR ACQUIRING CLASSIFICATION MODEL, METHOD FOR DETERMINING EXPRESSION CATEGORY, APPARATUS, DEVICE AND MEDIUM

    公开(公告)号:US20250139768A1

    公开(公告)日:2025-05-01

    申请号:US18694188

    申请日:2023-07-31

    Abstract: A method and an apparatus for acquiring a classification model, a method and an apparatus for determining an expression category, a device, and a medium are provided. The method for acquiring the classification model includes: for a tumor region of a sample object, acquiring a plurality of radiomics features and a plurality of voxel features of the tumor region; screening the plurality of radiomics features based on a first screening factor to obtain a plurality of radiomics feature samples; and screening the plurality of voxel features based on a second screening factor to obtain a plurality of voxel feature samples; wherein each of the first screening factor and the second screening factor includes an expression category label of a target gene of the sample object; constructing training samples based on the plurality of radiomics feature samples and the plurality of voxel feature samples.

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