Search Results - "McKearnan, Shannon"
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Willingness to be vaccinated, preventative behaviors, and social contact patterns during the COVID-19 pandemic among US college students
Published in Journal of American college health (01-11-2024)“…Objective: To assess the frequency of preventative COVID-19 behaviors and vaccination willingness among United States (US) college and university students…”
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Journal Article -
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A Sequential Calibration Approach to Address Challenges of Repeated Calibration of a COVID-19 Model
Published in Medical decision making (15-11-2024)“…Background Mathematical models served a critical role in COVID-19 decision making throughout the pandemic. Model calibration is an essential, but often…”
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Journal Article -
3
Feature selection for support vector regression using a genetic algorithm
Published in Biostatistics (Oxford, England) (14-04-2023)“…Summary Support vector regression (SVR) is particularly beneficial when the outcome and predictors are nonlinearly related. However, when many covariates are…”
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Journal Article -
4
Performance of the Net Reclassification Improvement for Nonnested Models and a Novel Percentile-Based Alternative
Published in American journal of epidemiology (01-06-2018)“…Abstract The net reclassification improvement (NRI) is a widely used metric used to assess the relative ability of 2 risk models to distinguish between low-…”
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Journal Article -
5
Validity of university students' self-reported vaccination status after a meningococcal B outbreak
Published in Journal of American college health (03-04-2022)“…After an outbreak of meningococcal B (MenB) disease at a university, we surveyed students regarding their vaccination status 2 months and 20 months after…”
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Journal Article -
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Adaptive COVID-19 Mitigation Strategies: Tradeoffs between Trigger Thresholds, Response Timing, and Effectiveness
Published in MDM policy & practice (01-07-2023)“…Background. To support proactive decision making during the COVID-19 pandemic, mathematical models have been leveraged to identify surveillance indicator…”
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MRI/PET multimodal imaging of the innate immune response in skeletal muscle and draining lymph node post vaccination in rats
Published in Frontiers in immunology (11-01-2023)“…The goal of this study was to utilize a multimodal magnetic resonance imaging (MRI) and positron emission tomography (PET) imaging approach to assess the local…”
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Journal Article -
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Statistical Methods for Organ Transplant
Published 01-01-2021“…In this dissertation, we propose novel statistical methods to improve clinical decision support for organ transplant donors and recipients, using data from the…”
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Dissertation