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04/09/2022
Should we tweet this? Generative response modeling for predicting reception of public health messaging on Twitter
The way people respond to messaging from public health organizations on ...
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03/09/2022
Downstream Fairness Caveats with Synthetic Healthcare Data
This paper evaluates synthetically generated healthcare data for biases ...
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11/14/2019
Synthetic Event Time Series Health Data Generation
Synthetic medical data which preserves privacy while maintaining utility...
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07/09/2019
Making Study Populations Visible through Knowledge Graphs
Treatment recommendations within Clinical Practice Guidelines (CPGs) are...
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11/27/2018
Semantically-aware population health risk analyses
One primary task of population health analysis is the identification of ...
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08/14/2018
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models
We consider the problem in precision health of grouping people into subp...
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07/20/2018
Knowledge Integration for Disease Characterization: A Breast Cancer Example
With the rapid advancements in cancer research, the information that is ...
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02/07/2018
Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive Models
We consider the problem in regression analysis of identifying subpopulat...
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08/26/2011