8 citations · 28 across the 10 of their papers we have counts for
11 papers
Should we tweet this? Generative response modeling for predicting reception of public health messaging on Twitter
Abraham Sanders, Debjani Ray-Majumder, John S. Erickson +1
The way people respond to messaging from public health organizations on social media can provide insight into public perceptions on critical health issues, especially during a glob…
Downstream Fairness Caveats with Synthetic Healthcare Data
Karan Bhanot, Ioana Baldini, Dennis Wei +2
This paper evaluates synthetically generated healthcare data for biases and investigates the effect of fairness mitigation techniques on utility-fairness. Privacy laws limit access…
Synthetic Event Time Series Health Data Generation
Saloni Dash, Ritik Dutta, Isabelle Guyon +3
Synthetic medical data which preserves privacy while maintaining utility can be used as an alternative to real medical data, which has privacy costs and resource constraints associ…
Making Study Populations Visible through Knowledge Graphs
Shruthi Chari, Miao Qi, Nkcheniyere N. Agu +5
Treatment recommendations within Clinical Practice Guidelines (CPGs) are largely based on findings from clinical trials and case studies, referred to here as research studies, that…
Semantically-aware population health risk analyses
Alexander New, Sabbir M. Rashid, John S. Erickson +2
One primary task of population health analysis is the identification of risk factors that, for some subpopulation, have a significant association with some health condition. Exampl…
Grey-box Process Control Mining for Anomaly Monitoring and Deconstruction
Andrés Vargas, MD Ridwan Al Iqbal, John S. Erickson +1
We present a new "grey-box" approach to anomaly detection in smart manufacturing. The approach is designed for tools run by control systems which execute recipe steps to produce se…