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Tech Talk: Principal Component Analytics for Investigators

Microsoft Teams

In this talk, we will delve into the fundamentals of PCA, a powerful statistical technique for dimensionality reduction and data visualization. Discover how PCA can aid in extracting meaningful patterns from complex medical datasets, facilitating insights into patient diagnostics, treatment responses, and disease progression. We'll explore real-world applications of PCA in medical research, showcasing its… Read More »Tech Talk: Principal Component Analytics for Investigators

Tech Talk: Multivariate Analysis for Investigators

Microsoft Teams

Multivariable analysis refers to statistical models that incorporate multiple independent or response variables. Such models include several variables on the right side of the equation, enabling the assessment of relationships between numerous factors while accounting for potential confounders. Multivariate statistics encompasses various forms of analysis tailored to different objectives across numerous fields. These analyses serve… Read More »Tech Talk: Multivariate Analysis for Investigators

Tech Talk: Expanding aiNsect’s Data Footprint for Equitable Health Outcomes In Our Lifetime

Microsoft Teams

Fruit flies have been used as model organisms for over 100 years. As a result, there exists a wealth of information on their genetic, neural, behavioral, and physiological characteristics. With modern technology these data types can be processed toward a general synthesis of biological understanding, allowing rapid testing, and understanding of human biology without the… Read More »Tech Talk: Expanding aiNsect’s Data Footprint for Equitable Health Outcomes In Our Lifetime

Tech Talk: Using Cross-Classified Multilevel Models To Estimate The Impact Of Patient-Level Risk Factors And Time-Varying Hospital Until On Healthcare-Associated Clostridioides Difficile Infection

Microsoft Teams

Thursday November 7, 2024 from 12:00-1:00pm Virtual Teams Presentation The use of multilevel modeling in epidemiology allows health researchers to examine how a person’s physical or socially constructed environment may influence their health exposures or disease occurrence. This TechTalk will provide an overview of how multilevel modeling can be used in epidemiologic research in a… Read More »Tech Talk: Using Cross-Classified Multilevel Models To Estimate The Impact Of Patient-Level Risk Factors And Time-Varying Hospital Until On Healthcare-Associated Clostridioides Difficile Infection