Predicting unplanned medical visits among patients with diabetes: translation from machine learning to clinical implementation
Sign Up to like & getrecommendations! Published in 2021 at "BMC Medical Informatics and Decision Making"
DOI: 10.1186/s12911-021-01474-1
Abstract: Background Diabetes is a medical and economic burden in the United States. In this study, a machine learning predictive model was developed to predict unplanned medical visits among patients with diabetes, and findings were used… read more here.
Keywords: machine; machine learning; medical visits; unplanned medical ... See more keywords
Smoking is associated with a higher risk of unplanned medical visits among adult patients with diabetes, using retrospective electronic medical record data from 2014 to 2016
Sign Up to like & getrecommendations! Published in 2020 at "BMC Health Services Research"
DOI: 10.1186/s12913-020-05277-4
Abstract: Background Smoking exacerbates the complications of diabetes, but little is known about whether patients with diabetes who smoke have more unplanned medical visits than those who do not smoke. This study examines the association between… read more here.
Keywords: patients diabetes; medical visits; unplanned medical; visits among ... See more keywords