Published on in Vol 5 , No 4 (2017) :Oct-Dec

Predicting Unplanned Transfers to the Intensive Care Unit: A Machine Learning Approach Leveraging Diverse Clinical Elements

Predicting Unplanned Transfers to the Intensive Care Unit: A Machine Learning Approach Leveraging Diverse Clinical Elements

Predicting Unplanned Transfers to the Intensive Care Unit: A Machine Learning Approach Leveraging Diverse Clinical Elements

Ben Wellner 1 , MSc, PhD ;   Joan Grand 1 , RN ;   Elizabeth Canzone 1 , PhD ;   Matt Coarr 1 , M Sc ;   Patrick W Brady 2 , MSc, MD ;   Jeffrey Simmons 2 , MSc, MD ;   Eric Kirkendall 2 , MBI, MD, FAAP ;   Nathan Dean 3 , MD ;   Monica Kleinman 4 , MD ;   Peter Sylvester 1 , BS

1 The MITRE Corporation , Bedford , MA , US

2 Cincinnati Children's Hospital , Cincinnati , OH , US

3 Children's National Health System , Washington , DC , US

4 Center on Media and Child Health , Boston Children's Hospital , Boston , MA , US

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