Identifying Inpatient Mortality in MarketScan Claims Data Using Machine Learning.

We successfully developed machine learning algorithms to identify inpatient mortality. This approach can be applied to obscured data to accurately identify inpatient mortality among hospitalizations with missing discharge status. This article is protected by copyright. All rights reserved.