4 papers
Continual Deterioration Prediction for Hospitalized COVID-19 Patients
Jiacheng Liu, Meghna Singh, Catherine ST. Hill +3
Leading up to August 2020, COVID-19 has spread to almost every country in the world, causing millions of infected and hundreds of thousands of deaths. In this paper, we first verif…
University Operations During a Pandemic: A Flexible Decision Analysis Toolkit
Himanshu Kharkwal, Dakota Olson, Jiali Huang +3
Modeling infection spread during pandemics is not new, with models using past data to tune simulation parameters for predictions. These help understand the healthcare burden posed…
Visualization of Wearable Data and Biometrics for Analysis and Recommendations in Childhood Obesity
Michael Aupetit, Luis Fernandez-Luque, Meghna Singh +1
Obesity is one of the major health risk factors be- hind the rise of non-communicable conditions. Understanding the factors influencing obesity is very complex since there are many…
Cross-Language Domain Adaptation for Classifying Crisis-Related Short Messages
Muhammad Imran, Prasenjit Mitra, Jaideep Srivastava
Rapid crisis response requires real-time analysis of messages. After a disaster happens, volunteers attempt to classify tweets to determine needs, e.g., supplies, infrastructure da…