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Predicting Hospital Length Of Stay In Intensive Care Unit, Namita Singh
Predicting Hospital Length Of Stay In Intensive Care Unit, Namita Singh
Theses and Dissertations
In this thesis, we investigate the performance of a series of classification methods for the
Prediction of the hospital Length of Stay (LoS) in Intensive Care Unit (ICU). Predicting
LOS for an inpatient in an hospital is a challenging task but is essential for the operational
success of a hospital. Since hospitals are faced with severely limited resources including
beds to hold admitted patients, prediction of LoS will assist the hospital staff for better
planning and management of hospital resources. The goal of this project is to create a
machine learning model that predicts the length-of stay for each patient …
Predicting Hospital Length Of Stay In Intensive Care Unit, Namita Singh
Predicting Hospital Length Of Stay In Intensive Care Unit, Namita Singh
Theses and Dissertations
In this thesis, we investigate the performance of a series of classification methods for the
Prediction of the hospital Length of Stay (LoS) in Intensive Care Unit (ICU). Predicting
LOS for an inpatient in an hospital is a challenging task but is essential for the operational
success of a hospital. Since hospitals are faced with severely limited resources including
beds to hold admitted patients, prediction of LoS will assist the hospital staff for better
planning and management of hospital resources. The goal of this project is to create a
machine learning model that predicts the length-of stay for each patient …