5 papers
LLM-powered reasoning in agent-based modeling
Sifat Afroj Moon, Dakotah Maguire, Adam Spannaus +5
Agent-based modeling (ABM) has the capability to model millions of individuals and their interactions, which is useful for policy making. However, ABMs have traditionally relied on…
Ground-Level Near Real-Time Modeling for PM2.5 Pollution Prediction
Zachary R. Fox, Janet O. Agbaje, Dakotah Maguire +6
Air pollution is a worldwide public health threat that can cause or exacerbate many illnesses, including respiratory disease, cardiovascular disease, and some cancers. However, epi…
Centralized Health and Exposomic Resource (C-HER): Analytic and AI-Ready Data for External Exposomic Research
Heidi A. Hanson, Joemy Ramsay, Josh Grant +8
The Centralized Health and Exposomic Resource (C-HER) project has identified, profiled, spatially indexed, and stored over 30 external exposomic datasets. The resulting analytic an…
Investigating the importance of county-level characteristics in opioid-related mortality across the United States
Andrew Deas, Adam Spannaus, Dakotah D. Maguire +3
The opioid crisis remains a critical public health challenge in the United States. Despite national efforts which reduced opioid prescribing rates by nearly 45\% between 2011 and 2…
Radon Exposure Dataset
Dakotah Maguire, Jeremy Logan, Heechan Lee +1
Exposure to elevated radon levels in the home is one of the leading causes of lung cancer in the world. The following study describes the creation of a comprehensive, state-level d…