3 papers
cs.LG2025
Bridging the Clinical Expertise Gap: Development of a Web-Based Platform for Accessible Time Series Forecasting and Analysis
Aaron D. Mullen, Daniel R. Harris, Svetla Slavova +1
Time series forecasting has applications across domains and industries, especially in healthcare, but the technical expertise required to analyze data, build models, and interpret…
cs.LG2024
Implementation and Assessment of Machine Learning Models for Forecasting Suspected Opioid Overdoses in Emergency Medical Services Data
Aaron D. Mullen, Daniel R. Harris, Peter Rock +4
We present efforts in the fields of machine learning and time series forecasting to accurately predict counts of future suspected opioid overdoses recorded by Emergency Medical Ser…
cs.CL2022
Deep neural networks for fine-grained surveillance of overdose mortality
Patrick J. Ward, April M. Young, Svetla Slavova +4
Surveillance of drug overdose deaths relies on death certificates for identification of the substances that caused death. Drugs and drug classes can be identified through the Inter…