2 papers
cs.LG2023
A Comparative Analysis of Machine Learning Models for Early Detection of Hospital-Acquired Infections
Ethan Harvey, Junzi Dong, Erina Ghosh +1
As more and more infection-specific machine learning models are developed and planned for clinical deployment, simultaneously running predictions from different models may provide…
cs.LG2017
An Ensemble Boosting Model for Predicting Transfer to the Pediatric Intensive Care Unit
Jonathan Rubin, Cristhian Potes, Minnan Xu-Wilson +4
Our work focuses on the problem of predicting the transfer of pediatric patients from the general ward of a hospital to the pediatric intensive care unit. Using data collected over…