| abstract |
The invention discloses a diabetes kidney disease risk assessment system, which belongs to the technical field of medical data analysis and comprises a project detection module, a data acquisition terminal, a data uploading module, a data preprocessing module, a risk assessment module, a report generation module, an output display module and a data storage module; the data acquisition terminal comprises a registration login unit, a basic information filling unit and a gender selection unit; according to the method, the personal physical examination information and the basic information are used as data construction bases of the model, meanwhile, the support vector machine is used for modeling, an integrated risk assessment model is obtained, a user carries out risk assessment through the integrated risk model to obtain an assessment result, and meanwhile, the assessment result is classified according to grades, so that the method is beneficial to screening out the susceptible population of the diabetic nephropathy, and is helpful for doctors to carry out auxiliary diagnosis, thereby being beneficial to early diagnosis, prevention and delay of the susceptible population of the diabetic nephropathy. |