APPARATUS AND METHOD FOR PREDICTING DISEASE RISK OF CHRONIC KIDNEY DISEASE

摘要

The present application relates to a device for predicting the disease risk of chronic kidney disease, the device for predicting the disease risk of chronic kidney disease is inputted by the genetic information of the diseased person of the chronic kidney disease and the disease risk of the chronic kidney disease, Gene information machine learning model generation unit for generating a gene information machine learning model for learning the degree of the relationship between the genetic information and the disease risk of chronic kidney disease, core gene information from the genetic information using the genetic information machine learning model The core gene information selection unit for selecting a plurality of state variables including the living state variables and health state variables of the sick of the chronic kidney disease, the key genetic information and the disease risk of the chronic kidney disease as input, At least one of state variables and key genetic information Disease risk machine learning model for generating a disease risk machine learning model for learning the degree of the relationship between the disease risk of the chronic kidney disease, information input unit for receiving the subject state variable and subject gene information of the subject and the disease risk machine It may include a disease risk prediction unit for predicting the subject disease risk of the subject by applying the subject state variable and subject gene information of the subject to a learning model.