Machine Learning Model for Outcome Prediction of Patients Suffering from Acute Diverticulitis Arriving at the Emergency Department—A Proof of Concept Study

Machine Learning Model for Outcome Prediction of Patients Suffering from Acute Diverticulitis Arriving at the Emergency Department—A Proof of Concept Study

Background & Aims: We aimed at identifying specific emergency department (ED) risk factors for developing complicated acute diverticulitis (AD) and evaluate a machine learning model (ML) for predicting complicated AD. Methods: We analyzed data retrieved from unselected consecutive large bowel AD...

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Autores principales: Eyal Klang, Robert Freeman, Matthew A. Levin, Shelly Soffer, Yiftach Barash, Adi Lahat
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
machine learning
artificial intelligence
acute diverticulitis
outcome prediction
emergency
complications
Medicine (General)
R5-920
Acceso en línea:https://doaj.org/article/857adfd9633b4d3687e50364bf14cd6e
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