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Should we tweet this? Generative response modeling for predicting reception of public health messaging on Twitter


Apr 09, 2022
Abraham Sanders, Debjani Ray-Majumder, John S. Erickson, Kristin P. Bennett

* Accepted at ACM WebSci 2022 

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Downstream Fairness Caveats with Synthetic Healthcare Data


Mar 09, 2022
Karan Bhanot, Ioana Baldini, Dennis Wei, Jiaming Zeng, Kristin P. Bennett


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Synthetic Event Time Series Health Data Generation


Nov 27, 2019
Saloni Dash, Ritik Dutta, Isabelle Guyon, Adrien Pavao, Andrew Yale, Kristin P. Bennett

* Machine Learning for Health (ML4H) at NeurIPS 2019 - Extended Abstract 

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Making Study Populations Visible through Knowledge Graphs


Jul 09, 2019
Shruthi Chari, Miao Qi, Nkcheniyere N. Agu, Oshani Seneviratne, James P. McCusker, Kristin P. Bennett, Amar K. Das, Deborah L. McGuinness

* 16 pages, 4 figures, 1 table, accepted to the ISWC 2019 Resources Track (https://iswc2019.semanticweb.org/call-for-resources-track-papers/

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Semantically-aware population health risk analyses


Nov 27, 2018
Alexander New, Sabbir M. Rashid, John S. Erickson, Deborah L. McGuinness, Kristin P. Bennett

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200 

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Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive Models


Oct 23, 2018
Alexander New, Curt Breneman, Kristin P. Bennett

* In 2018 International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, Brazil, 2018 
* 8 pages, 6 figures 

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A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models


Aug 14, 2018
Alexander New, Kristin P. Bennett

* 17 pages, 4 figures 

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Knowledge Integration for Disease Characterization: A Breast Cancer Example


Jul 20, 2018
Oshani Seneviratne, Sabbir M. Rashid, Shruthi Chari, James P. McCusker, Kristin P. Bennett, James A. Hendler, Deborah L. McGuinness

* International Semantic Web Conference (Resource Track) 

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Prediction of peptide bonding affinity: kernel methods for nonlinear modeling


Aug 26, 2011
Charles Bergeron, Theresa Hepburn, C. Matthew Sundling, Michael Krein, Bill Katt, Nagamani Sukumar, Curt M. Breneman, Kristin P. Bennett


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