Method for generating prediction model for predicting the risk of glaucoma of the subject, method for determining subject's glaucoma risk using the predictive model, device for predicting glaucoma risk of subject, computer program and computer-readable medium

摘要

We develop a predictive model to predict the risk of glaucoma.A method of generating a predictive model for predicting the risk of glaucoma of the subject includes the steps comprising the following: generating a diagnostic model for each subject.Record a 24 hour profile of the eyeball parameterThe recorded 24 hour profile of the eyeball parameter is divided into at least several sub periodsIn each sub periodDetermine the characteristics of one subject in the form of at least one integrated characteristic andGenerates a recorded collection of the determined features that indicate the subject ofAssign a label indicating a diagnostic result (illness / Health) created by a physician to generate a record.Further, the method includes generating a predictive model using a supervised machine learning mechanism based on a set of records generated for a plurality of subjects, based on one or more algorithms.Diagram