%0 Journal Article
%T Machine Learning for the Prediction of New-Onset Diabetes Mellitus during 5-Year Follow-up in Non-Diabetic Patients with Cardiovascular Risks
%A Byoung Geol Choi
%A Ji Young Park
%A Jun Hyuk Kang
%A Seung-Woon Rha
%A Suhng Wook Kim
%A Yung-Kyun Noh
%J Archive of "Yonsei Medical Journal".
%D 2019
%R 10.3349/ymj.2019.60.2.191
%X Many studies have proposed predictive models for type 2 diabetes mellitus (T2DM). However, these predictive models have several limitations, such as user convenience and reproducibility. The purpose of this study was to develop a T2DM predictive model using electronic medical records (EMRs) and machine learning and to compare the performance of this model with traditional statistical methods
%K Type 2 diabetes mellitus
%K diabetes
%K machine learning
%K prediction
%K big data
%U https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6342710/