5 papers
Beyond Single-Pathogen Forecasts: Predicting Shared Respiratory Hospital Burden from Influenza, COVID-19, and RSV
Gaurob Saha, MinJae Woo, Lior Rennert
Co-circulating influenza, COVID-19, and respiratory syncytial virus (RSV) create a shared hospital-admission burden, because beds, staff, testing capacity, and respiratory support…
CCMnet: A Software Package for Network Generation with Congruence Class Models
Ravi Goyal, Victor De Gruttola, Natasha K. Martin +2
We introduce CCMnet, an R package designed to generate network ensembles that accurately reflect the uncertainty inherent in empirical data. While traditional network modeling ofte…
Early warning of Mpox outbreaks in U.S. jurisdictions using Lasso Vector Autoregression models with cross-jurisdictional lags
Hannah Craddock, Joel O. Wertheim, Eliah Aronoff-Spencer +8
Mpox is an orthopoxvirus that infects humans and animals and is transmitted primarily through close physical contact. The episodic and spatially heterogeneous dynamics of Mpox tran…
Enhancing structural resilience in healthcare through patient flow network
Lu Zhong, Lior Rennert, Sen Pei +1
Large-scale disasters, such as pandemics and climate-related events, place extraordinary pressure on healthcare providers due to extreme demand surges. Managing these surges is ess…
Cox Regression Model Under Dependent Truncation
Lior Rennert, Sharon X. Xie
Truncation is a statistical phenomenon that occurs in many time to event studies. For example, autopsy-confirmed studies of neurodegenerative diseases are subject to an inherent le…