APPARATUS FOR MANAGING ATOPIC DERMATITIS BASED ON LEARNING MODEL AND METHOD THEREFOR

    公开(公告)号:US20230320653A1

    公开(公告)日:2023-10-12

    申请号:US17927760

    申请日:2021-05-26

    IPC分类号: A61B5/00 G16H50/20

    摘要: The present invention provides an apparatus for managing atopic dermatitis based on a learning model and a method therefor. The method for managing atopic dermatitis according to the present invention includes the steps of: collecting, basic data including a patient's daily life factor, biometric factor, mental health factor, skin status factor, weather-related environmental factor, and an atopic dermatitis severity index based on the medical record; learning a weight for each detailed variable by applying, to a learning model, the relationship between the atopic dermatitis severity index and respective detailed variables for a plurality of factors; determining a reference value of the weight for selecting, as valid variables, N detailed variables for each factor; reconstructing the learning model by selecting, for each factor, N valid variables; and predicting the atopic dermatitis severity index by applying, to the reconstructed learning model, the currently corrected basic data of the patient to be analyzed.