Image-based assay using mark-assisted machine learning

    公开(公告)号:US11463608B2

    公开(公告)日:2022-10-04

    申请号:US17179319

    申请日:2021-02-18

    IPC分类号: H04N5/225 G01N21/84

    摘要: The present disclosure relates to devices, apparatus and methods of improving the accuracy of an image-based assay. One aspect of the present invention is to sandwich a sample between two plates and add reference marks in the sample areas of the plates, with at least one of the geometric and/optical properties of the reference marks being predetermined and known, and taking images of the sample with the reference marks, and applying a machine learning model in the analysis of the image-based assay.

    Homogeneous Assay
    6.
    发明申请

    公开(公告)号:US20210140957A1

    公开(公告)日:2021-05-13

    申请号:US16621185

    申请日:2018-06-12

    IPC分类号: G01N33/543 G06T7/00

    摘要: Among other things, the present invention is related to devices and methods of performing biological and chemical assays, such as but not limited to immunoassays and nucleic assay acid, particularly the homogeneous assay that does not use the step of wash and that is fast (e.g. 60 seconds from dropping a sample to displaying results).