Apparatus for managing atopic dermatitis based on learning model and method therefor

Abstract

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.