Ontology highlight
ABSTRACT:
SUBMITTER: Lee S
PROVIDER: S-EPMC9864075 | biostudies-literature | 2022 Dec
REPOSITORIES: biostudies-literature
Lee Sangil S Reddy Mudireddy Avinash A Kumar Pasupula Deepak D Adhaduk Mehul M Barsotti E John EJ Sonka Milan M Statz Giselle M GM Bullis Tyler T Johnston Samuel L SL Evans Aron Z AZ Olshansky Brian B Gebska Milena A MA
Journal of personalized medicine 20221220 1
Background: Syncope, a common problem encountered in the emergency department (ED), has a multitude of causes ranging from benign to life-threatening. Hospitalization may be required, but the management can vary substantially depending on specific clinical characteristics. Models predicting admission and hospitalization length of stay (LoS) are lacking. The purpose of this study was to design an effective, exploratory model using machine learning (ML) technology to predict LoS for patients prese ...[more]