2 papers
cs.LG2022
Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact
Arnab Dey, Mononito Goswami, Joo Heung Yoon +4
A significant proportion of clinical physiologic monitoring alarms are false. This often leads to alarm fatigue in clinical personnel, inevitably compromising patient safety. To co…
cs.LG2021
Urban Fire Station Location Planning using Predicted Demand and Service Quality Index
Arnab Dey, Andrew Heger, Darin England
In this article, we propose a systematic approach for fire station location planning. We develop machine learning models, based on Random Forest and Extreme Gradient Boosting, for…