8 citations · 28 across the 10 of their papers we have counts for
5 papers · 1 filter
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…
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models
Alexander New, Kristin P. Bennett
We consider the problem in precision health of grouping people into subpopulations based on their degree of vulnerability to a risk factor. These subpopulations cannot be discovere…
Knowledge Integration for Disease Characterization: A Breast Cancer Example
Oshani Seneviratne, Sabbir M. Rashid, Shruthi Chari +4
With the rapid advancements in cancer research, the information that is useful for characterizing disease, staging tumors, and creating treatment and survivorship plans has been ch…
Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive Models
Alexander New, Curt Breneman, Kristin P. Bennett
We consider the problem in regression analysis of identifying subpopulations that exhibit different patterns of response, where each subpopulation requires a different underlying m…