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Top: A plot showing the decrease in variance of prevalence estimates from their true values as the number of samples is increased.
Bottom: A GIF from our paper: Modeling in higher dimensions to improve diagnostic testing accuracy: theory and examples for multiplex saliva-based SARS-CoV-2 assays.
Diagnostic testing of more than two classes
Diagnostic testing of more than two classes
Our paper on modeling in higher dimensions to improve diagnostic testing accuracy was highlighted on Kudos.
In a 2023 paper, we solve the multiclass diagnostic classification problem and provide a prevalence estimation framework for settings with more than two classes.
This work has been presented at several conferences including the Seronet Investigators Meeting in Bethesda, MD in March 2023 that gathered researchers studying immune and vaccine responses to SARS-CoV-2, the Joint Mathematics Meetings in Boston, MA in January 2023, and ECMTB (European Conference on Mathematical and Theoretical Biology) in Heidelberg, Germany in September 2022 that was jointly organized with SMB (Society for Mathematical Biology), and at the SIAM Life Sciences meeting in Portland, OR in June 2024.
Top: Presenting a talk in a session at SIAM Life Sciences in Portland, OR in June 2024.Â
Bottom: Presenting a poster at the AWM Research Symposium in Minneapolis, MN in June 2022.
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