Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data

Abstract Background Acute heart failure (AHF) is associated with significant morbidity and mortality. Effective patient risk stratification is essential to guiding hospitalization decisions and the clinical management of AHF. Clinical decision support systems can be used to improve predictions of mo...

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Bibliographic Details
Main Authors: Ashwath Radhachandran, Anurag Garikipati, Nicole S. Zelin, Emily Pellegrini, Sina Ghandian, Jacob Calvert, Jana Hoffman, Qingqing Mao, Ritankar Das
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BioData Mining
Subjects:
Online Access:https://doi.org/10.1186/s13040-021-00255-w