Search Results for author: Junzi Dong

Found 2 papers, 0 papers with code

A Comparative Analysis of Machine Learning Models for Early Detection of Hospital-Acquired Infections

no code implementations15 Nov 2023 Ethan Harvey, Junzi Dong, Erina Ghosh, Ali Samadani

In this study, we focus on two models for the early detection of hospital-acquired infections (HAIs): 1) the Infection Risk Index (IRI) and 2) the Ventilator-Associated Pneumonia (VAP) prediction model.

Management

An Ensemble Boosting Model for Predicting Transfer to the Pediatric Intensive Care Unit

no code implementations16 Jul 2017 Jonathan Rubin, Cristhian Potes, Minnan Xu-Wilson, Junzi Dong, Asif Rahman, Hiep Nguyen, David Moromisato

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.

Specificity

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