5 papers
Predicting Elevated Risk of Hospitalization Following Emergency Department Discharges
Dat Hong, Philip M. Polgreen, Alberto Maria Segre
Hospitalizations that follow closely on the heels of one or more emergency department visits are often symptoms of missed opportunities to form a proper diagnosis. These diagnostic…
Dynamic Healthcare Embeddings for Improving Patient Care
Hankyu Jang, Sulyun Lee, D. M. Hasibul Hasan +3
As hospitals move towards automating and integrating their computing systems, more fine-grained hospital operations data are becoming available. These data include hospital archite…
Modeling and Evaluation of Clustering Patient Care into Bubbles
D. M. Hasibul Hasan, Alex Rohwer, Hankyu Jang +5
COVID-19 has caused an enormous burden on healthcare facilities around the world. Cohorting patients and healthcare professionals (HCPs) into "bubbles" has been proposed as an infe…
21 Million Opportunities: A 19 Facility Investigation of Factors Affecting Hand Hygiene Compliance via Linear Predictive Models
Michael T. Lash, Jason Slater, Philip M. Polgreen +1
This large-scale study, consisting of 21.3 million hand hygiene opportunities from 19 distinct facilities in 10 different states, uses linear predictive models to expose factors th…
A Large-Scale Exploration of Factors Affecting Hand Hygiene Compliance Using Linear Predictive Models
Michael T. Lash, Jason Slater, Philip M. Polgreen +1
This large-scale study, consisting of 24.5 million hand hygiene opportunities spanning 19 distinct facilities in 10 different states, uses linear predictive models to expose factor…