Luke Sagers
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Hospital unit colonization pressure and nosocomial acquisition of drug susceptible and drug resistant pathogens Open
Background Hospitalized patients are at risk for developing hospital acquired infections. Active surveillance for bacterial colonization is effective at preventing infection but is resource-intensive and limited to high-risk units and a su…
View article: Cleaned NHANES 1988-2018
Cleaned NHANES 1988-2018 Open
The National Health and Nutrition Examination Survey (NHANES) provides data and have considerable potential to study the health and environmental exposure of the non-institutionalized US population. However, as NHANES data are plagued with…
View article: Harmonized US National Health and Nutrition Examination Survey 1988-2018 for high throughput exposome-health discovery
Harmonized US National Health and Nutrition Examination Survey 1988-2018 for high throughput exposome-health discovery Open
The National Health and Nutrition Examination Survey (NHANES) provides data on the health and environmental exposure of the non-institutionalized US population. Such data have considerable potential to understand how the environment and be…
View article: NHANES 1988-2018
NHANES 1988-2018 Open
The National Health and Nutrition Examination Survey (NHANES) provides data on the health and environmental exposure of the non-institutionalized US population. Such data have considerable potential to understand how the environment and be…
View article: NHANES 1988-2018
NHANES 1988-2018 Open
The National Health and Nutrition Examination Survey (NHANES) provides data on the health and environmental exposure of the non-institutionalized US population. Such data have considerable potential to understand how the environment and be…
View article: NHANES 1988-2018
NHANES 1988-2018 Open
The National Health and Nutrition Examination Survey (NHANES) provides data on the health and environmental exposure of the non-institutionalized US population. Such data have considerable potential to understand how the environment and be…
View article: NHANES 1988-2018
NHANES 1988-2018 Open
The National Health and Nutrition Examination Survey (NHANES) provides data on the health and environmental exposure of the non-institutionalized US population. Such data have considerable potential to understand how the environment and be…
View article: NHANES 1988-2018
NHANES 1988-2018 Open
The National Health and Nutrition Examination Survey (NHANES) provides data on the health and environmental exposure of the non-institutionalized US population. Such data have considerable potential to understand how the environment and be…
527. Antimicrobial stewardship for empirical treatment of bloodstream infection using machine learning clinical decision support Open
Background Undertreatment of sepsis is associated with increased mortality, but only 12 to 18% of people require broad-spectrum Gram negative or positive coverage. Unnecessary use of broad-spectrum treatments represents a modifiable driver…
Predicting suicidal thoughts and behavior among adolescents using the risk and protective factor framework: A large-scale machine learning approach Open
Introduction Addressing the problem of suicidal thoughts and behavior (STB) in adolescents requires understanding the associated risk factors. While previous research has identified individual risk and protective factors associated with ma…
Prediction of chronological and biological age from laboratory data Open
Aging has pronounced effects on blood laboratory biomarkers used in the clinic. Prior studies have largely investigated one biomarker or population at a time, limiting a comprehensive view of biomarker variation and aging across different …