Image processing of streptococcal infection in pharyngitis subjects

    公开(公告)号:US11602312B2

    公开(公告)日:2023-03-14

    申请号:US17747495

    申请日:2022-05-18

    申请人: Light AI Inc.

    摘要: A method for determining a disease state prediction, relating to a potential disease or medical condition of a subject, includes accessing a set of subject images, the subject images capturing a part of a subject's body, and accessing a set of clinical factors from the subject. The clinical factors are collected by a device or a medical practitioner substantially contemporaneously with the capture of the subject images. The subject images are inputted into an image model to generate disease metrics for disease prediction for the subject. The disease metrics generated by the image model and the clinical factors are inputted into a classifier to determine the disease state prediction, and the disease state prediction is returned.

    INFECTION DETECTION USING IMAGE DATA ANALYSIS

    公开(公告)号:US20210295506A1

    公开(公告)日:2021-09-23

    申请号:US17207065

    申请日:2021-03-19

    申请人: Light AI Inc.

    IPC分类号: G06T7/00 G06K9/62 G16H30/40

    摘要: A method for determining a disease state prediction, relating to a potential disease or medical condition of a subject, includes accessing a set of subject images, the subject images capturing a part of a subject's body, and accessing a set of clinical factors from the subject. The clinical factors are collected by a device or a medical practitioner substantially contemporaneously with the capture of the subject images. The subject images are inputted into an image data model to generate disease metrics for disease prediction for the subject. The disease metrics generated by the image data model and the clinical factors are inputted into a classifier to determine the disease state prediction, and the disease state prediction is returned.

    Image processing of streptococcal infection in pharyngitis subjects

    公开(公告)号:US11369318B2

    公开(公告)日:2022-06-28

    申请号:US16589077

    申请日:2019-09-30

    申请人: Light AI Inc.

    摘要: A method for determining a disease state prediction, relating to a potential disease or medical condition of a subject, includes accessing a set of subject images, the subject images capturing a part of a subject's body, and accessing a set of clinical factors from the subject. The clinical factors are collected by a device or a medical practitioner substantially contemporaneously with the capture of the subject images. The subject images are inputted into an image model to generate disease metrics for disease prediction for the subject. The disease metrics generated by the image model and the clinical factors are inputted into a classifier to determine the disease state prediction, and the disease state prediction is returned.

    IMAGE PROCESSING OF STREPTOCOCCAL INFECTION IN PHARYNGITIS SUBJECTS

    公开(公告)号:US20220273245A1

    公开(公告)日:2022-09-01

    申请号:US17747495

    申请日:2022-05-18

    申请人: Light AI Inc.

    摘要: A method for determining a disease state prediction, relating to a potential disease or medical condition of a subject, includes accessing a set of subject images, the subject images capturing a part of a subject's body, and accessing a set of clinical factors from the subject. The clinical factors are collected by a device or a medical practitioner substantially contemporaneously with the capture of the subject images. The subject images are inputted into an image model to generate disease metrics for disease prediction for the subject. The disease metrics generated by the image model and the clinical factors are inputted into a classifier to determine the disease state prediction, and the disease state prediction is returned.