DISEASE DIAGNOSIS METHOD USING TRAINED MODEL, AND SYSTEM CARRYING OUT SAME

    公开(公告)号:US20250014751A1

    公开(公告)日:2025-01-09

    申请号:US18891429

    申请日:2024-09-20

    Abstract: Proposed is an eye-related sign prediction method that includes obtaining an image representing at least one eye, obtaining two or more individual predicted values and one consensus predicted value based on the image and a single diagnostic model, and determining a presence of the eye-related sign in the eye based on the consensus predicted value. The single diagnostic model is trained using training data to output predictions of two or more individual determination values and a prediction of one consensus value in response to an input image. The training data includes a clinical image multi-labeled with two or more individual determination values and one consensus value.

    Method for providing alert of potential thyroid abnormality

    公开(公告)号:US11571170B2

    公开(公告)日:2023-02-07

    申请号:US17316040

    申请日:2021-05-10

    Inventor: Jae Hoon Moon

    Abstract: Provided are a system and a computer program for managing and predicting thyrotoxicosis using a wearable device. The system for predicting thyrotoxicosis is a system for predicting thyrotoxicosis using a resting heart rate, the system including a wearable device for measuring the heart rate of a patient at regular intervals, and a bio-signal computing device for receiving heart rate information from the wearable device, the bio-signal computing device outputting a warning alarm when a resting heart rate is greater than a reference heart rate when the patient is in a normal state.

    DISEASE DIAGNOSIS METHOD USING TRAINED MODEL, AND SYSTEM CARRYING OUT SAME

    公开(公告)号:EP4498388A1

    公开(公告)日:2025-01-29

    申请号:EP23775281.1

    申请日:2023-03-21

    Abstract: Proposed is a sign prediction method including obtaining a facial image including eye region, obtaining a plurality of result values using the facial image and a diagnostic model for predicting an eye-related sign, wherein the plurality of result values include a plurality of predicted values and a single consensus predicted value, and determining a presence of the eye-related sign based on the consensus predicted value among the plurality of result values, wherein the diagnostic model is generated using training data in which a plurality of determination values, independently determined by two or more different diagnosticians with respect to a presence of the eye-related sign in a same diagnostic subject, and a single consensus value, determined by the diagnosticians through mutual agreement with respect to a presence of the eye-related sign in the same diagnostic subject, are multi-labeled on one diagnostic image, and the plurality of predicted values correspond to the plurality of determination values, and the consensus predicted value corresponds to the consensus value.

    METHOD FOR MONITORING USER DISEASE ON BASIS OF HEART RATE INFORMATION, AND SERVER PERFORMING SAME

    公开(公告)号:EP4497375A1

    公开(公告)日:2025-01-29

    申请号:EP23775270.4

    申请日:2023-03-21

    Abstract: Proposed is a method of monitoring diseases of a user on the basis of heart rate information obtained by a wearable device. The method includes obtaining type information of the wearable device and the heart rate information, generating disease monitoring information using the heart rate information through a disease monitoring module when the type information corresponds to a reference type, generating standardized heart rate information using the heart rate information through a heart rate information standardization module and generating the disease monitoring information using the standardized heart rate information through the disease monitoring module when the type information does not correspond to the reference type, and outputting the disease monitoring information.

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