Predicting inpatient flow at a major hospital using interpretable analytics
Year of publication: |
2022
|
---|---|
Authors: | Bertsimas, Dimitris ; Pauphilet, Jean ; Stevens, Jennifer ; Tandon, Manu |
Published in: |
Manufacturing & service operations management : M & SOM. - Linthicum, Md. : Informs, ISSN 1526-5498, ZDB-ID 2023273-1. - Vol. 24.2022, 6, p. 2809-2824
|
Subject: | flow management | hospital operations | interpretability | machine learning | predictive analytics | Krankenhaus | Hospital | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Gastgewerbe | Hospitality industry |
-
Hospital-wide inpatient flow optimization
Bertsimas, Dimitris, (2024)
-
To predict or not to predict : the case of the emergency department
Somanchi, Sriram, (2022)
-
Bartenschlager, Christina, (2023)
- More ...
-
Optimization automates emergency department nurse scheduling at Hartford Hospital
Na, Liangyuan, (2024)
-
From predictions to prescriptions : a data-driven response to COVID-19
Bertsimas, Dimitris, (2021)
-
Mixed-projection conic optimization : a new paradigm for modeling rank constraints
Bertsimas, Dimitris, (2022)
- More ...